5faafede261a08fdaba46_source.mp4

Identifying and bounding boxes around moving objects across the video timeline.

A lighter network (like FlowNet) that estimates the motion between frames. 5faafede261a08fdaba46_source.mp4

Labeling every pixel in the video (e.g., distinguishing "road" from "sidewalk"). Identifying and bounding boxes around moving objects across

This allows for high-speed recognition because computing optical flow is much faster than running a full deep neural network on every single frame. 🛠️ Key Components 5faafede261a08fdaba46_source.mp4

A heavy network (like ResNet) extracts "deep features" only from select frames.

Usually a Convolutional Neural Network (CNN) that extracts spatial information.

The resulting multi-dimensional data used to identify objects or segment pixels within the mp4 file. 🧪 Common Use Cases