Techniques You Never Heard of for Learning AI Marketing YouTube

Techniques You Never Heard of for Learning AI Marketing YouTube

An easy yet powerful editor

Numerous effects to choose from

Detailed tutorials provided by the official channel

Try It Free Try It Free

YouTube is one of the largest entertainment websites, where you can watch, share, and create videos. Millions of active users on YouTube have taken premium subscriptions on YouTube to enjoy hassle-free entertainment. YouTube was launched back in 2005. With the passage of time and advancements in technology, YouTube has also evolved.

Artificial intelligence is one of the recent and most famous advancements in technology. The introduction of artificial intelligence in the industry has proved to be a boon. The introduction of artificial intelligence has made things easy to manage in every industry. AI can easily be applied in any industry be it manufacturing or the IT sector. Artificial intelligence has made work easier and increased the efficiency of people working in different areas. Even YouTube has started using AI techniques for many tasks. In this article, we have listed some of the applications of AI on YouTube.

In this article

01 [How Is YouTube Using Artificial Intelligence?](#Part 1)

02 [How Is YouTube Using AI to Recommend Videos?](#Part 2)

Part 1 How Is YouTube Using Artificial Intelligence?

Tools like artificial intelligence and machine learning have made things easier to manage. Even the introduction of Artificial Intelligence on YouTube has helped a lot to smoothen its procedure. YouTube being one of the most engaging websites has applied YouTube Intelligence to manage all its activities smoothly. Read further to know how YouTube is using artificial intelligence currently!

01Automatic Removal of Inappropriate Content

One of the main applications of AI on YouTube is to remove inappropriate content automatically. YouTube uses artificial intelligence and machine learning to remove the violative and inappropriate content from the platform. As this content was one of the main reasons for the rise in racism and terrorism. To avoid all these harmful after effects, YouTube introduced the “Trashy Video Classifier” to scan and examine the feedback.

Although these algorithms might not be 100% accurate, they can perform the task more easily and efficiently than the manual examination of the content. Due to these algorithms, it has become easier to automatically remove the controversial content from the platform immediately. AI aided feature helps in determining the inappropriate content faster. However, it doesn’t provide 100% accurate results. This is the reason why YouTube has a large team of human specialists to check the accuracy of determining violative content.

02Add New Video Effects

The introduction of artificial intelligence and machine learning in the market has made it easier to add new video effects without the use of any external equipment. You can now swap out backgrounds from videos with just one click due to the in-built AI features on YouTube. This AI neural feature is prepared by Google’s AI YouTube researchers to make it easier for the AI algorithms to understand video patterns. This feature makes it easier for the system to maintain the correct pace with the video.

03Maintain Age Restrictions

Being an online platform, YouTube is open to everyone. There are many creators and viewers on the platform with different interests. Moreover, it is accessible to all age groups, which makes it necessary to optimize the content according to the age groups. YouTube has always been very particular about the age-restricted content. A lot of content is published on the platform that can be harmful to the children’s minds and growth. YouTube uses different AI tools and algorithms to maintain the age restrictions of adult content.

YouTube has guaranteed that the mature content will not be accessible to the kids and youngsters aged below 13 years. It has also created a separate application for the kids to maintain the age restrictions from the matured content.

Earlier, the YouTubers used to flag their content as mature themselves, but now the platform is planning to flag the content using machine learning technology. YouTube had also used machine learning technology to thwart the age-restricted content automatically in 2017.

04”Up Next” Feature

The “Up Next” feature of YouTube is also a result of artificial intelligence. With many creators uploading a large number of videos every minute, it was becoming difficult for the platform to manage the suggestion engine properly. So, YouTube has introduced the AI technique to streamline the recommendation process to maintain the real-time and latest suggestion.

This feature is a mix of two algorithms, one is used to optimize the suggestion engine according to the search history and watch history of the user, and the other is to determine according to the ranking. As the main aim is to provide the content so that the user can spend his/her maximum time watching YouTube videos. This helps in creating a better sidebar full of user-specific recommendations. YouTube’s special recommendation feature ensures to recommend different videos to the different viewers as per their interests.

05Training on Depth Prediction

YouTube has a lot of data stored that provides easy knowledge of AI algorithms. According to the recent data and announcement, it is now clear that Google’s AI YouTube researchers used the “mannequin challenge” to understand depth predictions.

In this challenge, they researched around 2000 groups, with 1 group in each video. Video had many people standing still like they have been frozen and one person was going through the scene to shoot the video. A better understanding of depth prediction can further help in generating the development of Augmented Reality (AR).

06Tackle Fake News

Among the different features of the most engaging online platform comes the ability to detect and tackle fake news and misleading content. YouTube can understand and detect fake news. With so many users on different social media platforms, it has now become common to spread fake and false news. Unlike other platforms, YouTube is using artificial intelligence to detect and remove misleading content that is against YouTube’s privacy policy.

YouTube understands that this type of content can be harmful to the audience and can be the reason for disputes among different communities. Hence, giving rise to racism and terrorism. To reduce its wrong impact on society, YouTube is using AI technology and removing this type of fake and misleading content. Around 11 million videos were removed from the platform within a single quarter. The introduction of AI has also proved that the technology works more effectively and efficiently rather than the manual removal of such content.

Part 2 How Is YouTube Using AI to Recommend Videos?

YouTube aims at finding the perfect video for each user separately and anticipating the users to spend more time on the platform. Keeping both these things in mind, it decided to use AI technology to recommend videos and optimize the suggestion panel. Just like Netflix, AI technology makes it easier for the platform to determine the best suggestions for different viewers. It recommends the videos after researching the user’s age, interests, watch time, etc.

YouTube generally focuses on increasing the watch time of the viewer, that’s why it recommends the videos keeping the user’s interests on priority. The goal is to watch more rather than watch the best.

YouTube uses different AI algorithms to understand things and recommend optimized videos to stand out from the crowd. First of all, it uses AI algorithms to understand the user’s interest by scanning his/her search history and watching history. It creates a list based on the findings and then ranks the videos as per the google rankings. Each video on YouTube has a different ranking.

YouTube has been changing its algorithms over time. Earlier, it used to rank videos according to view counts. But soon people understood the technique and started using the eye-catchy title and thumbnail to gain a large number of views. Due to this, viewers even started complaining about the content and YouTube changed its algorithms to resolve this issue.

YouTube introduced AI and ML technology to customize the recommendations in 2016. This introduction has made things easier for YouTube as well as its viewers. It has now announced to ban the “borderline content”.

Try It Free

For Win 7 or later (64-bit)

Try It Free

For macOS 10.12 or later

● Ending Thoughts →

● Applying AI on YouTube has made it easier for the platform to manage activities more effectively and efficiently. As a result, many new features are added to enhance the convenience and maintain the quality of the user experience.

● Moreover, YouTube is now experimenting with AI and ML for automatically adding video chapters. This feature will be beneficial for the content creators.

● It will assist them in creating and uploading, resulting in the elimination of the time used in adding timestamps manually. Even the creators are uploading AI-generated YouTube videos that are created with the help of an AI YouTube video maker.

● You can even learn about the different applications of AI and ML from different YouTube channels. Many accessible YouTube channels for machine learning are available on the platform.

● YouTube intelligence can also be seen on the homepage, recommendations, notifications, and subscriptions. The latest trending videos are also ranked with the help of artificial intelligence and machine learning.

Try It Free Try It Free

YouTube is one of the largest entertainment websites, where you can watch, share, and create videos. Millions of active users on YouTube have taken premium subscriptions on YouTube to enjoy hassle-free entertainment. YouTube was launched back in 2005. With the passage of time and advancements in technology, YouTube has also evolved.

Artificial intelligence is one of the recent and most famous advancements in technology. The introduction of artificial intelligence in the industry has proved to be a boon. The introduction of artificial intelligence has made things easy to manage in every industry. AI can easily be applied in any industry be it manufacturing or the IT sector. Artificial intelligence has made work easier and increased the efficiency of people working in different areas. Even YouTube has started using AI techniques for many tasks. In this article, we have listed some of the applications of AI on YouTube.

In this article

01 [How Is YouTube Using Artificial Intelligence?](#Part 1)

02 [How Is YouTube Using AI to Recommend Videos?](#Part 2)

Part 1 How Is YouTube Using Artificial Intelligence?

Tools like artificial intelligence and machine learning have made things easier to manage. Even the introduction of Artificial Intelligence on YouTube has helped a lot to smoothen its procedure. YouTube being one of the most engaging websites has applied YouTube Intelligence to manage all its activities smoothly. Read further to know how YouTube is using artificial intelligence currently!

01Automatic Removal of Inappropriate Content

One of the main applications of AI on YouTube is to remove inappropriate content automatically. YouTube uses artificial intelligence and machine learning to remove the violative and inappropriate content from the platform. As this content was one of the main reasons for the rise in racism and terrorism. To avoid all these harmful after effects, YouTube introduced the “Trashy Video Classifier” to scan and examine the feedback.

Although these algorithms might not be 100% accurate, they can perform the task more easily and efficiently than the manual examination of the content. Due to these algorithms, it has become easier to automatically remove the controversial content from the platform immediately. AI aided feature helps in determining the inappropriate content faster. However, it doesn’t provide 100% accurate results. This is the reason why YouTube has a large team of human specialists to check the accuracy of determining violative content.

02Add New Video Effects

The introduction of artificial intelligence and machine learning in the market has made it easier to add new video effects without the use of any external equipment. You can now swap out backgrounds from videos with just one click due to the in-built AI features on YouTube. This AI neural feature is prepared by Google’s AI YouTube researchers to make it easier for the AI algorithms to understand video patterns. This feature makes it easier for the system to maintain the correct pace with the video.

03Maintain Age Restrictions

Being an online platform, YouTube is open to everyone. There are many creators and viewers on the platform with different interests. Moreover, it is accessible to all age groups, which makes it necessary to optimize the content according to the age groups. YouTube has always been very particular about the age-restricted content. A lot of content is published on the platform that can be harmful to the children’s minds and growth. YouTube uses different AI tools and algorithms to maintain the age restrictions of adult content.

YouTube has guaranteed that the mature content will not be accessible to the kids and youngsters aged below 13 years. It has also created a separate application for the kids to maintain the age restrictions from the matured content.

Earlier, the YouTubers used to flag their content as mature themselves, but now the platform is planning to flag the content using machine learning technology. YouTube had also used machine learning technology to thwart the age-restricted content automatically in 2017.

04”Up Next” Feature

The “Up Next” feature of YouTube is also a result of artificial intelligence. With many creators uploading a large number of videos every minute, it was becoming difficult for the platform to manage the suggestion engine properly. So, YouTube has introduced the AI technique to streamline the recommendation process to maintain the real-time and latest suggestion.

This feature is a mix of two algorithms, one is used to optimize the suggestion engine according to the search history and watch history of the user, and the other is to determine according to the ranking. As the main aim is to provide the content so that the user can spend his/her maximum time watching YouTube videos. This helps in creating a better sidebar full of user-specific recommendations. YouTube’s special recommendation feature ensures to recommend different videos to the different viewers as per their interests.

05Training on Depth Prediction

YouTube has a lot of data stored that provides easy knowledge of AI algorithms. According to the recent data and announcement, it is now clear that Google’s AI YouTube researchers used the “mannequin challenge” to understand depth predictions.

In this challenge, they researched around 2000 groups, with 1 group in each video. Video had many people standing still like they have been frozen and one person was going through the scene to shoot the video. A better understanding of depth prediction can further help in generating the development of Augmented Reality (AR).

06Tackle Fake News

Among the different features of the most engaging online platform comes the ability to detect and tackle fake news and misleading content. YouTube can understand and detect fake news. With so many users on different social media platforms, it has now become common to spread fake and false news. Unlike other platforms, YouTube is using artificial intelligence to detect and remove misleading content that is against YouTube’s privacy policy.

YouTube understands that this type of content can be harmful to the audience and can be the reason for disputes among different communities. Hence, giving rise to racism and terrorism. To reduce its wrong impact on society, YouTube is using AI technology and removing this type of fake and misleading content. Around 11 million videos were removed from the platform within a single quarter. The introduction of AI has also proved that the technology works more effectively and efficiently rather than the manual removal of such content.

Part 2 How Is YouTube Using AI to Recommend Videos?

YouTube aims at finding the perfect video for each user separately and anticipating the users to spend more time on the platform. Keeping both these things in mind, it decided to use AI technology to recommend videos and optimize the suggestion panel. Just like Netflix, AI technology makes it easier for the platform to determine the best suggestions for different viewers. It recommends the videos after researching the user’s age, interests, watch time, etc.

YouTube generally focuses on increasing the watch time of the viewer, that’s why it recommends the videos keeping the user’s interests on priority. The goal is to watch more rather than watch the best.

YouTube uses different AI algorithms to understand things and recommend optimized videos to stand out from the crowd. First of all, it uses AI algorithms to understand the user’s interest by scanning his/her search history and watching history. It creates a list based on the findings and then ranks the videos as per the google rankings. Each video on YouTube has a different ranking.

YouTube has been changing its algorithms over time. Earlier, it used to rank videos according to view counts. But soon people understood the technique and started using the eye-catchy title and thumbnail to gain a large number of views. Due to this, viewers even started complaining about the content and YouTube changed its algorithms to resolve this issue.

YouTube introduced AI and ML technology to customize the recommendations in 2016. This introduction has made things easier for YouTube as well as its viewers. It has now announced to ban the “borderline content”.

Try It Free

For Win 7 or later (64-bit)

Try It Free

For macOS 10.12 or later

● Ending Thoughts →

● Applying AI on YouTube has made it easier for the platform to manage activities more effectively and efficiently. As a result, many new features are added to enhance the convenience and maintain the quality of the user experience.

● Moreover, YouTube is now experimenting with AI and ML for automatically adding video chapters. This feature will be beneficial for the content creators.

● It will assist them in creating and uploading, resulting in the elimination of the time used in adding timestamps manually. Even the creators are uploading AI-generated YouTube videos that are created with the help of an AI YouTube video maker.

● You can even learn about the different applications of AI and ML from different YouTube channels. Many accessible YouTube channels for machine learning are available on the platform.

● YouTube intelligence can also be seen on the homepage, recommendations, notifications, and subscriptions. The latest trending videos are also ranked with the help of artificial intelligence and machine learning.

Try It Free Try It Free

YouTube is one of the largest entertainment websites, where you can watch, share, and create videos. Millions of active users on YouTube have taken premium subscriptions on YouTube to enjoy hassle-free entertainment. YouTube was launched back in 2005. With the passage of time and advancements in technology, YouTube has also evolved.

Artificial intelligence is one of the recent and most famous advancements in technology. The introduction of artificial intelligence in the industry has proved to be a boon. The introduction of artificial intelligence has made things easy to manage in every industry. AI can easily be applied in any industry be it manufacturing or the IT sector. Artificial intelligence has made work easier and increased the efficiency of people working in different areas. Even YouTube has started using AI techniques for many tasks. In this article, we have listed some of the applications of AI on YouTube.

In this article

01 [How Is YouTube Using Artificial Intelligence?](#Part 1)

02 [How Is YouTube Using AI to Recommend Videos?](#Part 2)

Part 1 How Is YouTube Using Artificial Intelligence?

Tools like artificial intelligence and machine learning have made things easier to manage. Even the introduction of Artificial Intelligence on YouTube has helped a lot to smoothen its procedure. YouTube being one of the most engaging websites has applied YouTube Intelligence to manage all its activities smoothly. Read further to know how YouTube is using artificial intelligence currently!

01Automatic Removal of Inappropriate Content

One of the main applications of AI on YouTube is to remove inappropriate content automatically. YouTube uses artificial intelligence and machine learning to remove the violative and inappropriate content from the platform. As this content was one of the main reasons for the rise in racism and terrorism. To avoid all these harmful after effects, YouTube introduced the “Trashy Video Classifier” to scan and examine the feedback.

Although these algorithms might not be 100% accurate, they can perform the task more easily and efficiently than the manual examination of the content. Due to these algorithms, it has become easier to automatically remove the controversial content from the platform immediately. AI aided feature helps in determining the inappropriate content faster. However, it doesn’t provide 100% accurate results. This is the reason why YouTube has a large team of human specialists to check the accuracy of determining violative content.

02Add New Video Effects

The introduction of artificial intelligence and machine learning in the market has made it easier to add new video effects without the use of any external equipment. You can now swap out backgrounds from videos with just one click due to the in-built AI features on YouTube. This AI neural feature is prepared by Google’s AI YouTube researchers to make it easier for the AI algorithms to understand video patterns. This feature makes it easier for the system to maintain the correct pace with the video.

03Maintain Age Restrictions

Being an online platform, YouTube is open to everyone. There are many creators and viewers on the platform with different interests. Moreover, it is accessible to all age groups, which makes it necessary to optimize the content according to the age groups. YouTube has always been very particular about the age-restricted content. A lot of content is published on the platform that can be harmful to the children’s minds and growth. YouTube uses different AI tools and algorithms to maintain the age restrictions of adult content.

YouTube has guaranteed that the mature content will not be accessible to the kids and youngsters aged below 13 years. It has also created a separate application for the kids to maintain the age restrictions from the matured content.

Earlier, the YouTubers used to flag their content as mature themselves, but now the platform is planning to flag the content using machine learning technology. YouTube had also used machine learning technology to thwart the age-restricted content automatically in 2017.

04”Up Next” Feature

The “Up Next” feature of YouTube is also a result of artificial intelligence. With many creators uploading a large number of videos every minute, it was becoming difficult for the platform to manage the suggestion engine properly. So, YouTube has introduced the AI technique to streamline the recommendation process to maintain the real-time and latest suggestion.

This feature is a mix of two algorithms, one is used to optimize the suggestion engine according to the search history and watch history of the user, and the other is to determine according to the ranking. As the main aim is to provide the content so that the user can spend his/her maximum time watching YouTube videos. This helps in creating a better sidebar full of user-specific recommendations. YouTube’s special recommendation feature ensures to recommend different videos to the different viewers as per their interests.

05Training on Depth Prediction

YouTube has a lot of data stored that provides easy knowledge of AI algorithms. According to the recent data and announcement, it is now clear that Google’s AI YouTube researchers used the “mannequin challenge” to understand depth predictions.

In this challenge, they researched around 2000 groups, with 1 group in each video. Video had many people standing still like they have been frozen and one person was going through the scene to shoot the video. A better understanding of depth prediction can further help in generating the development of Augmented Reality (AR).

06Tackle Fake News

Among the different features of the most engaging online platform comes the ability to detect and tackle fake news and misleading content. YouTube can understand and detect fake news. With so many users on different social media platforms, it has now become common to spread fake and false news. Unlike other platforms, YouTube is using artificial intelligence to detect and remove misleading content that is against YouTube’s privacy policy.

YouTube understands that this type of content can be harmful to the audience and can be the reason for disputes among different communities. Hence, giving rise to racism and terrorism. To reduce its wrong impact on society, YouTube is using AI technology and removing this type of fake and misleading content. Around 11 million videos were removed from the platform within a single quarter. The introduction of AI has also proved that the technology works more effectively and efficiently rather than the manual removal of such content.

Part 2 How Is YouTube Using AI to Recommend Videos?

YouTube aims at finding the perfect video for each user separately and anticipating the users to spend more time on the platform. Keeping both these things in mind, it decided to use AI technology to recommend videos and optimize the suggestion panel. Just like Netflix, AI technology makes it easier for the platform to determine the best suggestions for different viewers. It recommends the videos after researching the user’s age, interests, watch time, etc.

YouTube generally focuses on increasing the watch time of the viewer, that’s why it recommends the videos keeping the user’s interests on priority. The goal is to watch more rather than watch the best.

YouTube uses different AI algorithms to understand things and recommend optimized videos to stand out from the crowd. First of all, it uses AI algorithms to understand the user’s interest by scanning his/her search history and watching history. It creates a list based on the findings and then ranks the videos as per the google rankings. Each video on YouTube has a different ranking.

YouTube has been changing its algorithms over time. Earlier, it used to rank videos according to view counts. But soon people understood the technique and started using the eye-catchy title and thumbnail to gain a large number of views. Due to this, viewers even started complaining about the content and YouTube changed its algorithms to resolve this issue.

YouTube introduced AI and ML technology to customize the recommendations in 2016. This introduction has made things easier for YouTube as well as its viewers. It has now announced to ban the “borderline content”.

Try It Free

For Win 7 or later (64-bit)

Try It Free

For macOS 10.12 or later

● Ending Thoughts →

● Applying AI on YouTube has made it easier for the platform to manage activities more effectively and efficiently. As a result, many new features are added to enhance the convenience and maintain the quality of the user experience.

● Moreover, YouTube is now experimenting with AI and ML for automatically adding video chapters. This feature will be beneficial for the content creators.

● It will assist them in creating and uploading, resulting in the elimination of the time used in adding timestamps manually. Even the creators are uploading AI-generated YouTube videos that are created with the help of an AI YouTube video maker.

● You can even learn about the different applications of AI and ML from different YouTube channels. Many accessible YouTube channels for machine learning are available on the platform.

● YouTube intelligence can also be seen on the homepage, recommendations, notifications, and subscriptions. The latest trending videos are also ranked with the help of artificial intelligence and machine learning.

Try It Free Try It Free

YouTube is one of the largest entertainment websites, where you can watch, share, and create videos. Millions of active users on YouTube have taken premium subscriptions on YouTube to enjoy hassle-free entertainment. YouTube was launched back in 2005. With the passage of time and advancements in technology, YouTube has also evolved.

Artificial intelligence is one of the recent and most famous advancements in technology. The introduction of artificial intelligence in the industry has proved to be a boon. The introduction of artificial intelligence has made things easy to manage in every industry. AI can easily be applied in any industry be it manufacturing or the IT sector. Artificial intelligence has made work easier and increased the efficiency of people working in different areas. Even YouTube has started using AI techniques for many tasks. In this article, we have listed some of the applications of AI on YouTube.

In this article

01 [How Is YouTube Using Artificial Intelligence?](#Part 1)

02 [How Is YouTube Using AI to Recommend Videos?](#Part 2)

Part 1 How Is YouTube Using Artificial Intelligence?

Tools like artificial intelligence and machine learning have made things easier to manage. Even the introduction of Artificial Intelligence on YouTube has helped a lot to smoothen its procedure. YouTube being one of the most engaging websites has applied YouTube Intelligence to manage all its activities smoothly. Read further to know how YouTube is using artificial intelligence currently!

01Automatic Removal of Inappropriate Content

One of the main applications of AI on YouTube is to remove inappropriate content automatically. YouTube uses artificial intelligence and machine learning to remove the violative and inappropriate content from the platform. As this content was one of the main reasons for the rise in racism and terrorism. To avoid all these harmful after effects, YouTube introduced the “Trashy Video Classifier” to scan and examine the feedback.

Although these algorithms might not be 100% accurate, they can perform the task more easily and efficiently than the manual examination of the content. Due to these algorithms, it has become easier to automatically remove the controversial content from the platform immediately. AI aided feature helps in determining the inappropriate content faster. However, it doesn’t provide 100% accurate results. This is the reason why YouTube has a large team of human specialists to check the accuracy of determining violative content.

02Add New Video Effects

The introduction of artificial intelligence and machine learning in the market has made it easier to add new video effects without the use of any external equipment. You can now swap out backgrounds from videos with just one click due to the in-built AI features on YouTube. This AI neural feature is prepared by Google’s AI YouTube researchers to make it easier for the AI algorithms to understand video patterns. This feature makes it easier for the system to maintain the correct pace with the video.

03Maintain Age Restrictions

Being an online platform, YouTube is open to everyone. There are many creators and viewers on the platform with different interests. Moreover, it is accessible to all age groups, which makes it necessary to optimize the content according to the age groups. YouTube has always been very particular about the age-restricted content. A lot of content is published on the platform that can be harmful to the children’s minds and growth. YouTube uses different AI tools and algorithms to maintain the age restrictions of adult content.

YouTube has guaranteed that the mature content will not be accessible to the kids and youngsters aged below 13 years. It has also created a separate application for the kids to maintain the age restrictions from the matured content.

Earlier, the YouTubers used to flag their content as mature themselves, but now the platform is planning to flag the content using machine learning technology. YouTube had also used machine learning technology to thwart the age-restricted content automatically in 2017.

04”Up Next” Feature

The “Up Next” feature of YouTube is also a result of artificial intelligence. With many creators uploading a large number of videos every minute, it was becoming difficult for the platform to manage the suggestion engine properly. So, YouTube has introduced the AI technique to streamline the recommendation process to maintain the real-time and latest suggestion.

This feature is a mix of two algorithms, one is used to optimize the suggestion engine according to the search history and watch history of the user, and the other is to determine according to the ranking. As the main aim is to provide the content so that the user can spend his/her maximum time watching YouTube videos. This helps in creating a better sidebar full of user-specific recommendations. YouTube’s special recommendation feature ensures to recommend different videos to the different viewers as per their interests.

05Training on Depth Prediction

YouTube has a lot of data stored that provides easy knowledge of AI algorithms. According to the recent data and announcement, it is now clear that Google’s AI YouTube researchers used the “mannequin challenge” to understand depth predictions.

In this challenge, they researched around 2000 groups, with 1 group in each video. Video had many people standing still like they have been frozen and one person was going through the scene to shoot the video. A better understanding of depth prediction can further help in generating the development of Augmented Reality (AR).

06Tackle Fake News

Among the different features of the most engaging online platform comes the ability to detect and tackle fake news and misleading content. YouTube can understand and detect fake news. With so many users on different social media platforms, it has now become common to spread fake and false news. Unlike other platforms, YouTube is using artificial intelligence to detect and remove misleading content that is against YouTube’s privacy policy.

YouTube understands that this type of content can be harmful to the audience and can be the reason for disputes among different communities. Hence, giving rise to racism and terrorism. To reduce its wrong impact on society, YouTube is using AI technology and removing this type of fake and misleading content. Around 11 million videos were removed from the platform within a single quarter. The introduction of AI has also proved that the technology works more effectively and efficiently rather than the manual removal of such content.

Part 2 How Is YouTube Using AI to Recommend Videos?

YouTube aims at finding the perfect video for each user separately and anticipating the users to spend more time on the platform. Keeping both these things in mind, it decided to use AI technology to recommend videos and optimize the suggestion panel. Just like Netflix, AI technology makes it easier for the platform to determine the best suggestions for different viewers. It recommends the videos after researching the user’s age, interests, watch time, etc.

YouTube generally focuses on increasing the watch time of the viewer, that’s why it recommends the videos keeping the user’s interests on priority. The goal is to watch more rather than watch the best.

YouTube uses different AI algorithms to understand things and recommend optimized videos to stand out from the crowd. First of all, it uses AI algorithms to understand the user’s interest by scanning his/her search history and watching history. It creates a list based on the findings and then ranks the videos as per the google rankings. Each video on YouTube has a different ranking.

YouTube has been changing its algorithms over time. Earlier, it used to rank videos according to view counts. But soon people understood the technique and started using the eye-catchy title and thumbnail to gain a large number of views. Due to this, viewers even started complaining about the content and YouTube changed its algorithms to resolve this issue.

YouTube introduced AI and ML technology to customize the recommendations in 2016. This introduction has made things easier for YouTube as well as its viewers. It has now announced to ban the “borderline content”.

Try It Free

For Win 7 or later (64-bit)

Try It Free

For macOS 10.12 or later

● Ending Thoughts →

● Applying AI on YouTube has made it easier for the platform to manage activities more effectively and efficiently. As a result, many new features are added to enhance the convenience and maintain the quality of the user experience.

● Moreover, YouTube is now experimenting with AI and ML for automatically adding video chapters. This feature will be beneficial for the content creators.

● It will assist them in creating and uploading, resulting in the elimination of the time used in adding timestamps manually. Even the creators are uploading AI-generated YouTube videos that are created with the help of an AI YouTube video maker.

● You can even learn about the different applications of AI and ML from different YouTube channels. Many accessible YouTube channels for machine learning are available on the platform.

● YouTube intelligence can also be seen on the homepage, recommendations, notifications, and subscriptions. The latest trending videos are also ranked with the help of artificial intelligence and machine learning.

The Best 10 GIF to JPGPNG Converters

A GIF to JPG converter software is responsible for altering files in the animated GIF format to static JPG or PNG image format. Since GIFs are not compatible with some sites, platforms, or documentation types, this is a safer alternative.

JPG, PNG, and even APNG formats are easier to download, work on most device/OS types, and are simpler to print. They have a lesser size as well.

If you are looking for a stable converter, we present the top tools for that here, no matter what kind of devices you use! Read to know which ones you can use based on their features, usability, and support.

10 Best Tools to convert GIF into JPG/PNG/APNG

The following are the best converters for turning GIF into JPG, APNG, or PNG formats.

1. OnlineConvert

One of the simplest GIF to JPG converter types is OnlineConvert. It has diverse customization settings. For example, you can choose the image size and quality or use AI-powered optimization support.

How to download: iOS , Android , Online tool , Chrome extension , Firefox extension

Rating: 3.7 stars out of 5 (Google Play Store)

Compatible OS: web-based, iOS, Android

Price: Free

Main Features:

• Advanced features like Equalize, Stabilize, etc.
• Decide the black/white threshold limits.
• Activate AI enable for optimized conversion.
• Set cropping limits.

Pros

• Decide the image quality.
• Choose image width/height.
• Add an example file.

Cons

• The maximum size of the file is 100 MB.
• It cannot convert encrypted files.

2. Ezgif

Ezgif is another simple-to-use online tool with substantial image conversion benefits. You can add your GIF files from the Cloud account or computer and directly get JPG files. PNG does not have a direct conversion here, though.

How to download: Online tool

Rating: 100 out of 100 (Scam Detector)

Compatible OS: web-based browsers

Price: Free

Main Features:

• Support a maximum of 50 MB file size for images.
• Direct converter to JPG.
• Set background color to white.
• Add URL link of online GIF files.

Pros

• Instant conversion.
• No changes to original file quality.
• Add from the device.

Cons

• Upload and convert files one by one.
• No cloud support.

3. CloudConvert

CloudConvert is a high-quality online GIF to PNG converter that people can use to convert high-quality image files with no quality loss. First, choose your files, go for settings, and then the converting will be finished in minutes.

How to download: Online tool

Rating: 4.5 stars of 5 (Capterra)

Compatible OS: web-based

Price: Packages/Subscriptions- Costs start at USD 8 per conversion minute.

Main Features:

• Select a file from various formats, like URL, Device, or cloud accounts.
• Set crop/scape adjustments.
• Note image width and height.
• Select to strip or vice versa.

Pros

• Customize output file type.
• Support watermark security feature. It protects your images and graphic files from being stolen, used, or altered without the owner’s permission.
• High-quality image resolution is available.

Cons

• Slightly complex for beginners to understand or use initially.
• Bigger files take a longer time to load.

4. Convertio

Convertio is another top-grade GIF to JPGF converter which people can utilize to prepare high-definition image files from animated pictures. You can make multiple conversions and get high-priority customer support.

How to download: Online tool

Rating: 4.9 stars of 5 (Capterra)

Compatible OS: web-based

Price: Light- USD 9.99/month, Basic- USD 14.99/month, Unlimited- USD 25.99/month

Main Features:

• Get at least 25 concurrent conversion benefits with paid plans.
• Adfree pages.
• Unlimited conversions are only supported by the highest-paid plan.
• Unlimited allowed conversion minutes for users daily.

Pros

• The drag and drop function is smooth to use.
• Add files with at least 100 MB file size.
• Multiple formats are supported.

Cons

• Signup is necessary for a higher file size allowance.
• More limited service for free.

5. Soda PDF

This GIF to PNG converter is top-notch and used for changing big and small-sized GIF files into static PNG or JPG formats. However, no issues with image quality would be noticeable. You can use it for multiple conversions.

How to download: Online tool

Rating: 3.4 stars of 5 (Capterra)

Compatible OS: Online, Mac, Windows, Linux

Price: Standard- USD 6.73/month, Pro- USD 8.23/month, Business- USD 16.63/month

Main Features:

• Add GIF files from the computer, Dropbox, or Google Drive.
• Files are stored for a full day.
• Direct download button available.
• Redo conversion in case of issues.

Pros

• A desktop version with offline usage is available.
• The drag and drop function makes the converting process more convenient.
• Quick file saving.

Cons

• Cannot access old converted files from servers.
• Ads are available.

6. FreeConvert.com

FreeConvert is operable for multiple types of file conversions. In addition, you can store your files in the cloud and handle various tasks simultaneously, depending on your plan.

How to download: Online tool , Chrome extension

Rating: 58.40 out of 100 (Scam Detector)

Compatible OS: Windows, Mac, Linux

Price: 24-hour Pass- USD 12.99, Pro- USD 25.99/month, Basic- USD 9.99/month, Standard- USD 14.99/month.

Main Features:

• Max 1GB of size allows for free conversion.
• Auto-orientation setting available.
• Choose to compress the file or not.
• Insert from device or cloud.

Pros

• You can add files from the computer, Dropbox, Google Drive, or URL.
• It enables you to strip attached metadata.
• Adjust image size freely.

Cons

• Limited customizations.
• No free plan.

7. Zamzar

You can efficiently utilize this online tool to convert different file formats into another, like GIF into PNG. You can access the files you created for at least 24 hours after the conversion. For more time, upgrade your account.

How to download: Online tool

Rating: 4.5 stars out of 5 (Capterra)

Compatible OS: web-based

Price: Basic- USD 8.60/month, Pro- USD 15.18/month, Business- USD 24.04/month

Main Features:

• It supports multiple file formats for converting.
• Add a file from the device or cloud.
• Insert online URL of files.
• 50 MB is the maximum file size.

Pros

• All saved files for free users can be saved for 24 hours.
• Paid users can decide to remove files from storage.
• Email notification for downloading is possible.

Cons

• Convert/save only two files per day for free.
• You need to register an account when using.

8. Browserling

Browserling is one of the most accessible and high-quality conversion tools for turning GIFs into PNG, JPG, or any other format. The settings are simple to understand and use, and one can convert multiple files.

How to download: Online tool

Rating: 4 stars out of 5 (G2)

Compatible OS: web-based, Windows/Android devices.

Price: Free, Developer- USD 19/month, Team- USD 29+/month

Main Features:

• Insert from the device.
• You can add GIFs of any size.
• Drag and drop functionality is available.
• Automatically saves to the device.

Pros

• Quick conversion.
• Zero complex steps.
• Easy to use for all users at different stages.

Cons

• No batch processing is allowed.
• The free version is only web-based and not compatible with most OS/devices/browsers.

9. iLoveIMG

Another top-notch online GIF to PNG converter is iLoveIMG, with which you can add and alter multiple GIF files simultaneously. Then, after the conversion, share to social media accounts from Facebook or others easily.

How to download: Online tool

Rating: 3.6 stars out of 5 (TrustPilot)

Compatible OS: web-based

Price: Free, Business- custom price, Premium- USD 3.79

Main Features:

• Insert from a folder, Dropbox, or Google Drive.
• Add multiple images.
• Rotate the files.
• Share to social media.

Pros

• Add from the device.
• Cloud support is available.
• Align files alphabetically.

Cons

• Does not work offline.
• Limited batch process for free users.

10. Convertfiles

This online tool can easily include and change GIFs into PNG files. The conversions occur quickly, and you can add your email account to get quick alerts for the completion of the process.

How to download: Online tool

Rating: 4.6 stars out of 5 (mywot.com)

Compatible OS: web-based

Price: Free

Main Features:

• Add specific input format.
• Include the preferred output format.
• Insert email for notifications.
• Support files to be added from the device library.

Pros

• Quicker process of conversion.
• A variety of file formats are compatible.
• Categorized list of formats like documents, images, videos, etc.

Cons

• Can include third-party unauthorized sites that transfer users to other pages.
• No video formats for output.

Pro Tips: How to Convert GIF to Video for Free?

Besides utilizing suitable tools to convert GIFs into PNG or other image files, you can also use the best GIF to video converters. For example, with Wondershare Filmora , you can easily convert GIFs or other image files into video files. In addition, some editing options, like GIFs, allow users to create videos after merging image files.

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

Step1Launch the Filmora software.

Step2Press the “New Project” section and then access “Click to import media files.”

Add the image files, like GIFs, into the editor.

Step3Drag the files to the editing timeline. Use customization settings like Speed, Animation, Audio, Effects, etc., to edit the file.

Step4Click on Export > Local > Mp4. You can choose other video formats too.

Step5Add file information like saving location, name, and formatting specification.

Step6Click on the Export button.

Final Words

You can easily use one of the given tools to convert GIF files into varying image file types. There are fully online options like CloudConvert, and certain choices with a software version, like Online Convert. Try each at least once for the best results to know which fits your needs perfectly.

2. Ezgif

Ezgif is another simple-to-use online tool with substantial image conversion benefits. You can add your GIF files from the Cloud account or computer and directly get JPG files. PNG does not have a direct conversion here, though.

How to download: Online tool

Rating: 100 out of 100 (Scam Detector)

Compatible OS: web-based browsers

Price: Free

Main Features:

• Support a maximum of 50 MB file size for images.
• Direct converter to JPG.
• Set background color to white.
• Add URL link of online GIF files.

Pros

• Instant conversion.
• No changes to original file quality.
• Add from the device.

Cons

• Upload and convert files one by one.
• No cloud support.

3. CloudConvert

CloudConvert is a high-quality online GIF to PNG converter that people can use to convert high-quality image files with no quality loss. First, choose your files, go for settings, and then the converting will be finished in minutes.

How to download: Online tool

Rating: 4.5 stars of 5 (Capterra)

Compatible OS: web-based

Price: Packages/Subscriptions- Costs start at USD 8 per conversion minute.

Main Features:

• Select a file from various formats, like URL, Device, or cloud accounts.
• Set crop/scape adjustments.
• Note image width and height.
• Select to strip or vice versa.

Pros

• Customize output file type.
• Support watermark security feature. It protects your images and graphic files from being stolen, used, or altered without the owner’s permission.
• High-quality image resolution is available.

Cons

• Slightly complex for beginners to understand or use initially.
• Bigger files take a longer time to load.

4. Convertio

Convertio is another top-grade GIF to JPGF converter which people can utilize to prepare high-definition image files from animated pictures. You can make multiple conversions and get high-priority customer support.

How to download: Online tool

Rating: 4.9 stars of 5 (Capterra)

Compatible OS: web-based

Price: Light- USD 9.99/month, Basic- USD 14.99/month, Unlimited- USD 25.99/month

Main Features:

• Get at least 25 concurrent conversion benefits with paid plans.
• Adfree pages.
• Unlimited conversions are only supported by the highest-paid plan.
• Unlimited allowed conversion minutes for users daily.

Pros

• The drag and drop function is smooth to use.
• Add files with at least 100 MB file size.
• Multiple formats are supported.

Cons

• Signup is necessary for a higher file size allowance.
• More limited service for free.

5. Soda PDF

This GIF to PNG converter is top-notch and used for changing big and small-sized GIF files into static PNG or JPG formats. However, no issues with image quality would be noticeable. You can use it for multiple conversions.

How to download: Online tool

Rating: 3.4 stars of 5 (Capterra)

Compatible OS: Online, Mac, Windows, Linux

Price: Standard- USD 6.73/month, Pro- USD 8.23/month, Business- USD 16.63/month

Main Features:

• Add GIF files from the computer, Dropbox, or Google Drive.
• Files are stored for a full day.
• Direct download button available.
• Redo conversion in case of issues.

Pros

• A desktop version with offline usage is available.
• The drag and drop function makes the converting process more convenient.
• Quick file saving.

Cons

• Cannot access old converted files from servers.
• Ads are available.

6. FreeConvert.com

FreeConvert is operable for multiple types of file conversions. In addition, you can store your files in the cloud and handle various tasks simultaneously, depending on your plan.

How to download: Online tool , Chrome extension

Rating: 58.40 out of 100 (Scam Detector)

Compatible OS: Windows, Mac, Linux

Price: 24-hour Pass- USD 12.99, Pro- USD 25.99/month, Basic- USD 9.99/month, Standard- USD 14.99/month.

Main Features:

• Max 1GB of size allows for free conversion.
• Auto-orientation setting available.
• Choose to compress the file or not.
• Insert from device or cloud.

Pros

• You can add files from the computer, Dropbox, Google Drive, or URL.
• It enables you to strip attached metadata.
• Adjust image size freely.

Cons

• Limited customizations.
• No free plan.

7. Zamzar

You can efficiently utilize this online tool to convert different file formats into another, like GIF into PNG. You can access the files you created for at least 24 hours after the conversion. For more time, upgrade your account.

How to download: Online tool

Rating: 4.5 stars out of 5 (Capterra)

Compatible OS: web-based

Price: Basic- USD 8.60/month, Pro- USD 15.18/month, Business- USD 24.04/month

Main Features:

• It supports multiple file formats for converting.
• Add a file from the device or cloud.
• Insert online URL of files.
• 50 MB is the maximum file size.

Pros

• All saved files for free users can be saved for 24 hours.
• Paid users can decide to remove files from storage.
• Email notification for downloading is possible.

Cons

• Convert/save only two files per day for free.
• You need to register an account when using.

8. Browserling

Browserling is one of the most accessible and high-quality conversion tools for turning GIFs into PNG, JPG, or any other format. The settings are simple to understand and use, and one can convert multiple files.

How to download: Online tool

Rating: 4 stars out of 5 (G2)

Compatible OS: web-based, Windows/Android devices.

Price: Free, Developer- USD 19/month, Team- USD 29+/month

Main Features:

• Insert from the device.
• You can add GIFs of any size.
• Drag and drop functionality is available.
• Automatically saves to the device.

Pros

• Quick conversion.
• Zero complex steps.
• Easy to use for all users at different stages.

Cons

• No batch processing is allowed.
• The free version is only web-based and not compatible with most OS/devices/browsers.

9. iLoveIMG

Another top-notch online GIF to PNG converter is iLoveIMG, with which you can add and alter multiple GIF files simultaneously. Then, after the conversion, share to social media accounts from Facebook or others easily.

How to download: Online tool

Rating: 3.6 stars out of 5 (TrustPilot)

Compatible OS: web-based

Price: Free, Business- custom price, Premium- USD 3.79

Main Features:

• Insert from a folder, Dropbox, or Google Drive.
• Add multiple images.
• Rotate the files.
• Share to social media.

Pros

• Add from the device.
• Cloud support is available.
• Align files alphabetically.

Cons

• Does not work offline.
• Limited batch process for free users.

10. Convertfiles

This online tool can easily include and change GIFs into PNG files. The conversions occur quickly, and you can add your email account to get quick alerts for the completion of the process.

How to download: Online tool

Rating: 4.6 stars out of 5 (mywot.com)

Compatible OS: web-based

Price: Free

Main Features:

• Add specific input format.
• Include the preferred output format.
• Insert email for notifications.
• Support files to be added from the device library.

Pros

• Quicker process of conversion.
• A variety of file formats are compatible.
• Categorized list of formats like documents, images, videos, etc.

Cons

• Can include third-party unauthorized sites that transfer users to other pages.
• No video formats for output.

Pro Tips: How to Convert GIF to Video for Free?

Besides utilizing suitable tools to convert GIFs into PNG or other image files, you can also use the best GIF to video converters. For example, with Wondershare Filmora , you can easily convert GIFs or other image files into video files. In addition, some editing options, like GIFs, allow users to create videos after merging image files.

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

Step1Launch the Filmora software.

Step2Press the “New Project” section and then access “Click to import media files.”

Add the image files, like GIFs, into the editor.

Step3Drag the files to the editing timeline. Use customization settings like Speed, Animation, Audio, Effects, etc., to edit the file.

Step4Click on Export > Local > Mp4. You can choose other video formats too.

Step5Add file information like saving location, name, and formatting specification.

Step6Click on the Export button.

Final Words

You can easily use one of the given tools to convert GIF files into varying image file types. There are fully online options like CloudConvert, and certain choices with a software version, like Online Convert. Try each at least once for the best results to know which fits your needs perfectly.

How to Edit Facebook Video Ads for E-Commerce Business

If you’re running an e-commerce business, then it’s important to create video ads that promote your products. However, making professional-quality videos can be expensive and time-consuming.

Luckily, there’s an easy way to create Facebook video ads that look great without spending a lot of money. All you need is a copy of Wondershare Filmora, which is a powerful yet easy-to-use video editor.

In this article, we’ll show you how to use Filmora to create eCommerce video ads that will help boost your sales.

Why Video Ads Are Effective for E-commerce Business

Video ads are a very effective way to promote your e-commerce business. They can help you reach a wider audience, and they can also be more engaging than traditional advertising methods.

There are a few things to keep in mind when creating video ads for your e-commerce business:

• First, make sure that your videos are high quality and professional-looking.
• Secondly, focus on creating videos that are short and to the point.
• Finally, make sure to include a call to action in your video so that viewers know what they should do after watching it.

Why Use Wondershare Filmora for Editing E-commerce Video Ads

Wondershare Filmora is a powerful video editing software that you can use to create videos for your e-commerce business. It’s also very user-friendly, which means it’s easy to use even if you have no prior experience with video editing software. You can create professional looking videos using this software, and it comes with built-in templates that make it easier for you to get started quickly.

With Wondershare Filmora , creating an e-commerce video ad will be as simple as possible. There are many different options that you can choose from when making these ads such as adding text, photos or graphics using the built-in editor within this program. You can also add audio clips into your video in order to hear sound effects such as music or voice-overs that narrate what viewers see on screen. They have all my favorite amazing features.

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

Steps to Edit Facebook Video Ads for E-commerce Business

Step1Prepare your script for Video Editing

To make your Facebook video ad, you need to have a clear idea of what you want to say in the video. This can be done by creating a script for your video. Once you have a script, you can start planning out your video and editing it in Filmora.

Step2Save your video materials

To gather all photos and video materials, you can either use your own personal footage or find stock images and videos online. Once you have all the desired media, save them to a designated folder on your computer so you can easily access them while editing in Filmora.

Step3Open Filmora and click on “Create a New Project.”

Now that you have your content ready, open Filmora and click on “Create a New Project.” This will create a new project file for you to start editing in.

Step4Select the right Project Aspect Ratio

It is important to use the correct project aspect ratio when creating a Facebook video ad because if you don’t, your video may not be in the correct format when it is uploaded to Facebook. When selecting the project aspect ratio, make sure to choose Widescreen (16:9) or Instagram (1:10) to ensure that your video is in the correct format.

Step5Import your media files into Filmora

Once you have decided on the project aspect ratio, you can start importing your video and photo files. To do this, go to the “Media Library” and click on “Import Media Files.” Find the folder where you saved your content and select all of the files that you want to use. Then, click “Open” to import the files into Filmora.

Step6Set the background color for your Facebook Video Ads

Now that you have all of your content imported into Filmora, you can start editing it. One thing you may want to do is set the background color for your video. To do this, go to the “Media” tab and click on the “Sample Color” section. Then, select the desired color for your background. Make sure to use your branding color palette.

Step7Add Catchy headline and text

This will help to grab the viewer’s attention and explain what your video is about. To do this, go to the “Titler” tab and select the “Titles” option. Then, click on the “Text” tab and type in your headline. You can also add some text to the video by going to the “Text” tab and clicking on the “Add Text” option.

Catchy headlines will help you stand out from the competition and get your video noticed.

Step8Convert your script into a voice-over narrator

By using text to voice feature, you can generate voice-over that will help you create a more professional video. To do this, go to the “Text” tab and click on the “Add Text” option. Then, type in your script. Once you have finished typing, click on the “Text-ti-Voice Over” button and select the desired language.

Step9Arrange your video clips

Now that you have all of your content imported into Filmora , you can start arranging them into a cohesive video. To do this, go to the “Timeline” tab and drag and drop the desired photos or video clips into the correct order.

If you need to trim or split any of the photos or video clips, you can do so by using the “Trim” and “Split” options. To trim a photo or video clip, hover over the desired clip and click on the “ scissors “ icon. Then, drag it to the desired location. To split a photo or video clip, hover over the desired clip and click on the “ split “ icon. Then, drag it to the desired location.

You can also add some transitions between the video clips by going to the “Transitions” tab and dragging and dropping the desired transition into place.

Step10Add music to your video

Adding music to your video will help to set the mood and make your video more engaging. To do this, go to the “Audio” section the select your desired background music for your video. You can also download “no copyright background music” on Youtube.

Drag and drop the audio file into place on the timeline. You can also use the “Fade In” and “Fade Out” options to make the music flow better with the video.

Step11Export your Video

To export your video, click on the “Export” button at the top section. Select the desired file format and click “Export” to save your video to your computer.

Recommended Export Quality

• Format: MP4
• Resolution: 720 or 1080
• Frame rate 30 fps

Conclusion

Now that you know how to create a Facebook video ad, it’s time to start creating some stellar videos that will help promote your business. By using the tips we’ve provided in this article, you can create videos that stand out from the competition and get noticed by your target audience. Make sure to use catchy headlines, text, and music to engage your viewers and keep them watching until the end. All the best!

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

Free Download For macOS 10.14 or later

Steps to Edit Facebook Video Ads for E-commerce Business

Step1Prepare your script for Video Editing

To make your Facebook video ad, you need to have a clear idea of what you want to say in the video. This can be done by creating a script for your video. Once you have a script, you can start planning out your video and editing it in Filmora.

Step2Save your video materials

To gather all photos and video materials, you can either use your own personal footage or find stock images and videos online. Once you have all the desired media, save them to a designated folder on your computer so you can easily access them while editing in Filmora.

Step3Open Filmora and click on “Create a New Project.”

Now that you have your content ready, open Filmora and click on “Create a New Project.” This will create a new project file for you to start editing in.

Step4Select the right Project Aspect Ratio

It is important to use the correct project aspect ratio when creating a Facebook video ad because if you don’t, your video may not be in the correct format when it is uploaded to Facebook. When selecting the project aspect ratio, make sure to choose Widescreen (16:9) or Instagram (1:10) to ensure that your video is in the correct format.

Step5Import your media files into Filmora

Once you have decided on the project aspect ratio, you can start importing your video and photo files. To do this, go to the “Media Library” and click on “Import Media Files.” Find the folder where you saved your content and select all of the files that you want to use. Then, click “Open” to import the files into Filmora.

Step6Set the background color for your Facebook Video Ads

Now that you have all of your content imported into Filmora, you can start editing it. One thing you may want to do is set the background color for your video. To do this, go to the “Media” tab and click on the “Sample Color” section. Then, select the desired color for your background. Make sure to use your branding color palette.

Step7Add Catchy headline and text

This will help to grab the viewer’s attention and explain what your video is about. To do this, go to the “Titler” tab and select the “Titles” option. Then, click on the “Text” tab and type in your headline. You can also add some text to the video by going to the “Text” tab and clicking on the “Add Text” option.

Catchy headlines will help you stand out from the competition and get your video noticed.

Step8Convert your script into a voice-over narrator

By using text to voice feature, you can generate voice-over that will help you create a more professional video. To do this, go to the “Text” tab and click on the “Add Text” option. Then, type in your script. Once you have finished typing, click on the “Text-ti-Voice Over” button and select the desired language.

Step9Arrange your video clips

Now that you have all of your content imported into Filmora , you can start arranging them into a cohesive video. To do this, go to the “Timeline” tab and drag and drop the desired photos or video clips into the correct order.

If you need to trim or split any of the photos or video clips, you can do so by using the “Trim” and “Split” options. To trim a photo or video clip, hover over the desired clip and click on the “ scissors “ icon. Then, drag it to the desired location. To split a photo or video clip, hover over the desired clip and click on the “ split “ icon. Then, drag it to the desired location.

You can also add some transitions between the video clips by going to the “Transitions” tab and dragging and dropping the desired transition into place.

Step10Add music to your video

Adding music to your video will help to set the mood and make your video more engaging. To do this, go to the “Audio” section the select your desired background music for your video. You can also download “no copyright background music” on Youtube.

Drag and drop the audio file into place on the timeline. You can also use the “Fade In” and “Fade Out” options to make the music flow better with the video.

Step11Export your Video

To export your video, click on the “Export” button at the top section. Select the desired file format and click “Export” to save your video to your computer.

Recommended Export Quality

• Format: MP4
• Resolution: 720 or 1080
• Frame rate 30 fps

Conclusion

Now that you know how to create a Facebook video ad, it’s time to start creating some stellar videos that will help promote your business. By using the tips we’ve provided in this article, you can create videos that stand out from the competition and get noticed by your target audience. Make sure to use catchy headlines, text, and music to engage your viewers and keep them watching until the end. All the best!

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

How to Concatenate Videos Using FFmpeg

Video editing is a crucial aspect of creating content for many people. Whether you’re a YouTuber, a marketer, or just someone who wants to share videos with friends and family, being able to edit and manipulate your videos is key. One of the most basic video editing tasks is concatenating videos, which combines multiple files to create one cohesive video.

FFmpeg is a powerful tool that allows you to do just that, and in this guide, we’ll walk you through the process of FFmpeg concatenate videos. Whether a beginner or an experienced video editor, this guide will provide you with all the information you need to seamlessly merge your videos. From installation to execution, we’ll cover it all so you can streamline your video editing process.

Overview and Installation of FFmpeg

FFmpeg is free, open-source project that allows you to record, convert, and stream digital audio and video. It is a command-line tool widely used in video editing and transcoding. FFmpeg can be used to concatenate videos and other tasks, such as adding subtitles, changing video resolution, and more. It is available for Windows, Mac, and Linux, making it a versatile and accessible tool for anyone to use.

Here’s how to install FFmpeg:

Step1 Log in to your Ubuntu server via SSH and update the package index.

$ sudo apt update

Step2 Install FFmpeg and all the required dependencies

$ sudo apt install ffmpeg

Step3 Verify the version of FFmpeg that you’ve installed.

$ ffmpeg -version

Prerequisite

Before we merge videos using FFmpeg, we must understand the various methods available to us. FFmpeg offers three ways to concatenate videos: a demuxer, a filter, or a protocol. However, each method has its own set of considerations, and the best method for you will depend on the properties of the videos you’re working with.

It’s crucial to ensure that all encoding-related properties align with your chosen method. This includes the timebase, height and width, codecs, and pixel format. Some methods require the videos you’re merging to have the same encoding, while others allow for different encodings. It’s essential to keep this in mind to ensure that the final video is seamless without any breaks. Remember that these prerequisites will help you have a smooth process.

Concatenate Videos With Same Codecs Using FFmpeg

If the videos you want to concatenate have the same codec, you can use the FFmpeg “concat” demuxer or protocol to join them together. This simple and efficient method doesn’t require re-encoding the videos, saving time and preserving the original quality. This section will review the steps to concatenate videos using the “concat” demuxer and “concat” protocols in FFmpeg.

Merge Videos With the “Concat” Demuxer

The concat demuxer in FFmpeg allows you to join together multiple video files with the same codecs by reading a list of file paths from a text file and demuxing them in sequence. Each video starts where the previous one finishes without needing to re-encode the videos. Here’s how to do it:

Step1 Create a .txt file and list the paths of the video files you want to merge.

Join_video.txt

file /Users/Video/input1.mp4

file /Users/Video/input2.mp4

Note: You can add more than two video files.

Step2 Run the FFmpeg command:

ffmpeg -f concat -safe 0 -i join_video.txt -c copy output_demuxer.mp4

Note: -safe 0 is added to accept any file name.

-c copy will copy all the streams.

As this method allows you to “stream copy” the files instead of re-encoding them, the concatenation is very fast. This can be a good option if you have videos with the same codecs and want to join them quickly without losing quality.

Join Videos With the “Concat” Protocol

The concat protocol in FFmpeg allows you to join together multiple video files in a specific format that supports file-level concatenation, such as MPEG-2 TS. However, it cannot be used for other video formats like MP4 and WEBM.

Here’s how to use the “concat protocol:

Step1 Run the FFmpeg command:

ffmpeg -i “concat:input1.ts|input2.ts” -c copy output_protocol.ts

Note: The concat protocol allows you to “stream copy” the files by adding the option -c copy.

Step2 Input the file name of the video using this code:

ffmpeg -i “concat:input1.mp4|input2.mp4” -c copy output_protocol.mp4

Note: If you try to use this method on video formats that are not supported, only the first input video will be saved in the output video. And the video ends after the first video.

Although this method is limited in terms of supported video formats, it’s very easy to use if you merge videos in the supported formats. It’s a single command in the terminal without needing a text file. Additionally, using the -c copy option makes it efficient as it doesn’t require re-encoding, saving time.

Concatenate MP4 Video Files of Different Codecs & Resolutions Using FFmpeg

If the videos you want to concatenate have different codecs or resolutions, you can still use FFmpeg to join them together. However, this method requires re-encoding the videos, which can take longer and may result in a loss of quality. This section will cover the steps to concatenate videos with different codecs or resolutions using FFmpeg.

Here’s how to do it:

Step1 Provide the names of the input files to FFmpeg.

ffmpeg -i file1.mp4 -i file2.mp4 -i file3.mp4 \

Step2 Use the filter_complex filtergraph parameter to instruct FFmpeg from where to take the audio and video.

-filter_complex “[0:v] [0:a] [1:v] [1:a] [2:v] [2:a]

Note: [0:v][0:a] means FFmpeg needs to take the video and audio from the 0th video (file1.mp4).

Step3 Tell FFmpeg to concatenate three files (n=3).

concat=n=3:v=1:a=1 [vv] [aa]“ \

Note: The v=1:a=1 implies one stream for the audio and one stream for the video.

Step4 Map these audio and video outputs to the final video container. This is done as follows:

-map “[vv]“ -map “[aa]“ mergedVideo.mp4

It is important to note that this method requires re-encoding the videos, which can take more time and may result in a loss of quality. However, it offers the flexibility of filtering the videos before concatenating them. The filter_complex method in FFmpeg allows you to concatenate videos of different codecs and resolutions. The final step is to map the audio and video outputs to the final video container. This can be done using the -map command.

Concatenate Videos With Multiple Audio Streams Using FFmpeg

Concatenating videos with multiple audio streams can be more complex than concatenating videos with a single audio stream. This section will cover the steps to concatenate videos with multiple audio streams using FFmpeg. We’ll be using the filter_complex method in FFmpeg, which allows you to manipulate and concatenate multiple audio and video streams in a single command. This method is more advanced but allows you to join videos with different audio streams and create a final video with multiple audio tracks.

Step1 Specify the input files and opening.mkv, episode.mkv, and ending.mkv:

$ ffmpeg -i opening.mkv -i episode.mkv -i ending.mkv -filter_complex

Step2 Use the filter_complex parameter in FFmpeg to specify the input streams for the video and audio.

[0:0] [0:1] [0:2] [1:0] [1:1] [1:2] [2:0] [2:1] [2:2]

Note: Single video stream ([0:0], [1:0], [2:0])

Dual audio streams ([0:1][0:2], [1:1][1:2], [2:1][2:2])

Step3 Use the concat filter to specify that you want to concatenate 3 files (n=3) with 1 video stream (v=1) and 2 audio streams (a=2). Specify the output streams as [v], [a1], [a2]:

concat=n=3:v=1:a=2 [v] [a1] [a2]

Step4 Use the -map option to map the output streams to the final video container:

-map ‘[v]‘ -map ‘[a1]‘ -map ‘[a2]‘ output.mkv

[Bonus] Join Videos Together With Filmora

While FFmpeg offers a wide range of options for joining videos together, it can have a steep learning curve for some users. An alternative method for joining videos is using Filmora. Wondershare Filmora is a user-friendly video editing software that allows you to easily join multiple videos. It’s a great option for users new to video editing or needing experience with command-line tools like FFmpeg.

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

Filmora has a simple drag-and-drop interface, making adding, arranging, and editing videos and audio tracks easy. Additionally, it offers various features like split, trim, crop, merge, and more. It also has various effects, transitions, and animations to enhance the overall look of your video. With Filmora, you can create professional-looking videos with minimal effort.

How-to Steps

Here’s how to merge videos using Filmora:

Step1 Open Filmora and click “New Project.”

Step2 Go to “File“ > “Import Media“ > “Import Media Files“ to add your video files to the media library.

Step3 Drag and drop the files you want to merge from the media library to the timeline, and then you’ll get the merged video seamlessly.

Step4 Edit your video.

Step5 After editing, click the “Export“ tab to save your videos.

Conclusion

FFmpeg is a powerful tool that allows you to concatenate videos in various ways. Whether you’re working with videos of the same codecs and resolutions or videos with multiple audio streams, FFmpeg can handle it. However, for users new to video editing or needing experience with command-line tools, using Filmora can be a more user-friendly option. It offers a simple drag-and-drop interface and a variety of features and effects to enhance the overall look of your video.

Step2 Run the FFmpeg command:

ffmpeg -f concat -safe 0 -i join_video.txt -c copy output_demuxer.mp4

Note: -safe 0 is added to accept any file name.

-c copy will copy all the streams.

As this method allows you to “stream copy” the files instead of re-encoding them, the concatenation is very fast. This can be a good option if you have videos with the same codecs and want to join them quickly without losing quality.

Join Videos With the “Concat” Protocol

The concat protocol in FFmpeg allows you to join together multiple video files in a specific format that supports file-level concatenation, such as MPEG-2 TS. However, it cannot be used for other video formats like MP4 and WEBM.

Here’s how to use the “concat protocol:

Step1 Run the FFmpeg command:

ffmpeg -i “concat:input1.ts|input2.ts” -c copy output_protocol.ts

Note: The concat protocol allows you to “stream copy” the files by adding the option -c copy.

Step2 Input the file name of the video using this code:

ffmpeg -i “concat:input1.mp4|input2.mp4” -c copy output_protocol.mp4

Note: If you try to use this method on video formats that are not supported, only the first input video will be saved in the output video. And the video ends after the first video.

Although this method is limited in terms of supported video formats, it’s very easy to use if you merge videos in the supported formats. It’s a single command in the terminal without needing a text file. Additionally, using the -c copy option makes it efficient as it doesn’t require re-encoding, saving time.

Concatenate MP4 Video Files of Different Codecs & Resolutions Using FFmpeg

If the videos you want to concatenate have different codecs or resolutions, you can still use FFmpeg to join them together. However, this method requires re-encoding the videos, which can take longer and may result in a loss of quality. This section will cover the steps to concatenate videos with different codecs or resolutions using FFmpeg.

Here’s how to do it:

Step1 Provide the names of the input files to FFmpeg.

ffmpeg -i file1.mp4 -i file2.mp4 -i file3.mp4 \

Step2 Use the filter_complex filtergraph parameter to instruct FFmpeg from where to take the audio and video.

-filter_complex “[0:v] [0:a] [1:v] [1:a] [2:v] [2:a]

Note: [0:v][0:a] means FFmpeg needs to take the video and audio from the 0th video (file1.mp4).

Step3 Tell FFmpeg to concatenate three files (n=3).

concat=n=3:v=1:a=1 [vv] [aa]“ \

Note: The v=1:a=1 implies one stream for the audio and one stream for the video.

Step4 Map these audio and video outputs to the final video container. This is done as follows:

-map “[vv]“ -map “[aa]“ mergedVideo.mp4

It is important to note that this method requires re-encoding the videos, which can take more time and may result in a loss of quality. However, it offers the flexibility of filtering the videos before concatenating them. The filter_complex method in FFmpeg allows you to concatenate videos of different codecs and resolutions. The final step is to map the audio and video outputs to the final video container. This can be done using the -map command.

Concatenate Videos With Multiple Audio Streams Using FFmpeg

Concatenating videos with multiple audio streams can be more complex than concatenating videos with a single audio stream. This section will cover the steps to concatenate videos with multiple audio streams using FFmpeg. We’ll be using the filter_complex method in FFmpeg, which allows you to manipulate and concatenate multiple audio and video streams in a single command. This method is more advanced but allows you to join videos with different audio streams and create a final video with multiple audio tracks.

Step1 Specify the input files and opening.mkv, episode.mkv, and ending.mkv:

$ ffmpeg -i opening.mkv -i episode.mkv -i ending.mkv -filter_complex

Step2 Use the filter_complex parameter in FFmpeg to specify the input streams for the video and audio.

[0:0] [0:1] [0:2] [1:0] [1:1] [1:2] [2:0] [2:1] [2:2]

Note: Single video stream ([0:0], [1:0], [2:0])

Dual audio streams ([0:1][0:2], [1:1][1:2], [2:1][2:2])

Step3 Use the concat filter to specify that you want to concatenate 3 files (n=3) with 1 video stream (v=1) and 2 audio streams (a=2). Specify the output streams as [v], [a1], [a2]:

concat=n=3:v=1:a=2 [v] [a1] [a2]

Step4 Use the -map option to map the output streams to the final video container:

-map ‘[v]‘ -map ‘[a1]‘ -map ‘[a2]‘ output.mkv

[Bonus] Join Videos Together With Filmora

While FFmpeg offers a wide range of options for joining videos together, it can have a steep learning curve for some users. An alternative method for joining videos is using Filmora. Wondershare Filmora is a user-friendly video editing software that allows you to easily join multiple videos. It’s a great option for users new to video editing or needing experience with command-line tools like FFmpeg.

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

Filmora has a simple drag-and-drop interface, making adding, arranging, and editing videos and audio tracks easy. Additionally, it offers various features like split, trim, crop, merge, and more. It also has various effects, transitions, and animations to enhance the overall look of your video. With Filmora, you can create professional-looking videos with minimal effort.

How-to Steps

Here’s how to merge videos using Filmora:

Step1 Open Filmora and click “New Project.”

Step2 Go to “File“ > “Import Media“ > “Import Media Files“ to add your video files to the media library.

Step3 Drag and drop the files you want to merge from the media library to the timeline, and then you’ll get the merged video seamlessly.

Step4 Edit your video.

Step5 After editing, click the “Export“ tab to save your videos.

Conclusion

FFmpeg is a powerful tool that allows you to concatenate videos in various ways. Whether you’re working with videos of the same codecs and resolutions or videos with multiple audio streams, FFmpeg can handle it. However, for users new to video editing or needing experience with command-line tools, using Filmora can be a more user-friendly option. It offers a simple drag-and-drop interface and a variety of features and effects to enhance the overall look of your video.

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