Download: Video5179512026745012956.mp4 (5.75 Mb) (2027)

This results in a vector (e.g., size 2048 for ResNet-50).

The frames must be formatted to match the model’s requirements: Usually to Download: video5179512026745012956.mp4 (5.75 MB)

Since a video is a sequence of images, you first need to sample frames. For a 5.75 MB file (likely a short clip), sampling or taking a fixed number (e.g., 16 frames) is standard. 2. Select a Pre-trained Model This results in a vector (e

Convert the images into numerical arrays (tensors). 4. Extract the Global Feature Vector This results in a vector (e.g.

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