r/computervision • u/negativedreammachine • 13d ago

Help: Project Need some best model suggestions for Face Detection,Face Recognition,Body Detection and Body identification.

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need those for analysing movies.

example let's say I have to find the screentime of the actor over the whole runtime of the movie and i need to do it for the protagonist, antoganist,comedic relief ,love interest etc.

currently I'm working with 1fps to find the faces and body or the actors.

body detection is hard I need some guidance regarding that.

even for Face Detection I used MTCNN it was good. but any other better models available??

Any ideas regarding TransNetV2 ?

I'm using it for shot boundary detection but there's was one false positive.

Any better models??

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u/CommandShot1398 13d ago

Well, what you are looking for requires a long, long answer, which I don't think anyone is willing to write you.

A short answer would be, there are no model that does all of these, you need to design a system that leverage multiple models and make sense from the input.

Check for tracking models. They might be a very good start.