Livoa LogoLivoa
YOLO-based Cattle Behaviour Classification Architecture

Input Video Stream

Farm Surveillance Feed

YOLO-based Detection

Cattle Bounding Boxes

Per-Cattle Cropping

Individual ROIs

T Frames

Multi-Object Tracking

(Identity Assignment)

Temporal Clip Formation

T Consecutive Frames

Temporal Transformer

Attention Over Time

YOLO Backbone Feature Extraction

T Consecutive Frames

Behaviour Classification

Eating | Drinking | Standing | Sitting

flow diagram

by Ishwar

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