Based on typical naming conventions in the field, here is what it likely refers to and how "deep features" would apply to it: Likely Context
: In this context, "deep features" refers to the high-level data representations extracted from that specific video using a Pre-trained Convolutional Neural Network (CNN) or Vision Transformer (ViT) . Deep Feature Extraction Process
: For multimodal features that link video content to text descriptions. VIape_mp4
: These frames are passed through a deep learning model such as:
: It most likely refers to a specific video file named VIape.mp4 used within a particular research paper, tutorial, or GitHub repository. Based on typical naming conventions in the field,
: Look for a file named VIape.mp4 .
: 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 : Look for a file named VIape
or VGG16 : For spatial features (objects and scenes).