Download: Video5179512026745012956.mp4 (5.75 - Mb)

If you have the file locally, you can use PyTorch and OpenCV to get the feature:

This results in a vector (e.g., size 2048 for ResNet-50). Download: video5179512026745012956.mp4 (5.75 MB)

Use a 3D CNN like I3D or VideoMAE which processes temporal data. 3. Pre-process the Data If you have the file locally, you can

Convert the images into numerical arrays (tensors). 4. Extract the Global Feature Vector If you have the file locally

The frames must be formatted to match the model’s requirements: Usually to

Use ResNet-50 or ViT (Vision Transformer) pre-trained on ImageNet.