Auto editing is very much possible. Let me share with you a related but similar situation I solved using Computer Vision. We had to use computer vision to understand 'what is currently open on the screen of user and operate the keyboard and mouse for user based on the request made by user'
You may want to watch video demo of this proof-of-concept we built at
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Once i review your sample video, and learn about this key clip you want to identify - I will suggest you the viability of the situation (it seems pretty viable at this point of time, may involve some effort if the characteristics of this key clip changes from video to video).
A quick question I will have AFTER I review the video : what operation would you want to operate on the clip once it is identified ?
I am a seasoned AI and Machine Learning practitioner. If you have got a minute, please review my profile at [login to view URL]
Thanks a lot for taking the time to review my application. I look forward to make this project a success working with you :-)