GRI Public

Camera Trap Data v1

Object Detection

Camera Trap Data v1 Image Dataset

v3

2022-05-29 2:38pm

Generated on May 29, 2022

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Dataset Split

Train Set 87%
1797Images
Valid Set 8%
174Images
Test Set 4%
87Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-97% Vertical Region
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Hue: Between -100° and +100°
Brightness: Between -30% and +30%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 6% of pixels