Use ResNet-50 or ViT (Vision Transformer) pre-trained on ImageNet.
Use a 3D CNN like I3D or VideoMAE which processes temporal data. 3. Pre-process the Data Download: video5179512026745012956.mp4 (5.75 MB)
Depending on what you want the "feature" to represent, choose a model: Use ResNet-50 or ViT (Vision Transformer) pre-trained on
This results in a vector (e.g., size 2048 for ResNet-50). size 2048 for ResNet-50).