Questions tagged [video-classification]

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How to classify human actions?

I'm quite new to machine learning (I followed the Coursera course of Andrew Ng and now starting deeplearning.ai courses). I want to classify human actions real-time like: Left-arm bended Arm above ...
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Can I use ML to discover via videos the best place to shoot in foosball?

I am a programmer, but just now attempting to enter the world of ML. I'm eyeballing a potential project/problem related to foosball. Pro foosball is a thing believe it or not and I'm wondering if I ...
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How to handle a high dimensional video (large number of frames per video) data for training a video classification network

I have a video dataset as follows. Dataset size: 1k videos Frames per video: 4k (average) and 8k (maximum) Labels: Each video has one label. So the size of my input will be (N, 8000, 64, 64, 3) ...
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Can I flip a video to generate more data for action recognition?

There are 8 distinct action classes and around 50+ videos per class. I was wondering if flipping videos from the training set can be a good option to generate additional data. Is it?
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Data Ablation Experiments on Kinetics400/600/700

There are a number of recent papers on action classification from video. The Kinetics family of datasets are a fairly large dataset. https://paperswithcode.com/sota/action-classification-on-kinetics-...
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How to measure(classify) the speed of oncoming traffic via Computer Vision and Neural Networks?

Suppose I have different videos of the same car sometimes moving slow, sometimes moving fast, say, at 50Kmph as slow and 60Kmph as fast. (Assume the background is a green screen and the car doesn't ...