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JimLee1996 / AVSS2019

Efficient Violence Detection Using 3D Convolutional Neural Networks
MIT License
15 stars 10 forks source link

the performance is not so good as expected #10

Closed thunder95 closed 3 years ago

thunder95 commented 3 years ago

I tried demo with my webcam or some video clips. even one single person or much tiny body movement could cause "violent" label. Whats the problem for that? can this repo be used in online infering?

JimLee1996 commented 3 years ago

It's not a good idea to just download the model and run it directly without any change. Maybe the scene where you use it is varied from the train data. And please consider adding some new samples, such as bad cases、positive cases, then fine-tune and re-evaluate the model.

P.S. Tesla auto-drive has a powerful detection model fed by large amount of data, however also fails and causes accident in some cases.