G_059.mp4 ◎

Instead of processing every frame, extract where significant changes occur to reduce data redundancy while keeping "solid" information. Audio Features (If applicable):

Capture color histograms or texture descriptors if the environment/background is critical. : g_059.mp4

: Use models like I3D or SlowFast to capture motion across multiple frames simultaneously. Keyframe Extraction : Instead of processing every frame, extract where significant

: Extract the patterns of apparent motion of objects between frames. Instead of processing every frame

Use a (like ResNet or EfficientNet) to extract deep visual features from individual frames.