Chickens

Chicken Detection and Tracking

Object Detection

Chicken Detection and Tracking Image Dataset

v11

v2-trainFromV3

Generated on Dec 21, 2021

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Dataset Split

Train Set 90%
417Images
Valid Set 8%
36Images
Test Set 2%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±3° Horizontal, ±3° Vertical
Hue: Between -10° and +10°
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Cutout: 6 boxes with 3% size each