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perudoo

Object Detection

perudoo Image Dataset

v8

2023-01-16 3:25pm

Generated on Jan 16, 2023

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Dataset Split

Train Set 95%
3867Images
Valid Set 3%
132Images
Test Set 2%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 5 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Grayscale: Apply to 25% of images
Blur: Up to 1.5px
Noise: Up to 5% of pixels