If this was a specific error message or a requirement from a tool, could you clarify ? Knowing the software or research project would help identify the exact feature set.
: These frames are passed through a deep learning model such as: VIape_mp4
: For temporal features (actions and movements). If this was a specific error message or
: The output from the last convolutional layer or a fully connected layer (before the classification head) is saved as a numerical vector (the "deep feature"). How to Proceed : The output from the last convolutional layer
or VGG16 : For spatial features (objects and scenes).
: Look for scripts in the project named extract_features.py or feature_extraction.ipynb . These scripts typically define which model (e.g., PyTorch Video or TensorFlow Hub ) is being used to process the file.
If you are working with a video like VIape.mp4 and need to extract deep features, the standard workflow involves: