Instance Segmentation for Person Dataset

Versions
2023-08-30 9:02pm
v2
·
10 months ago
2023-08-30 8:52pm
v1
·
10 months ago
v1

2023-08-30 8:52pm

Generated on Aug 30, 2023
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1230 Total Images

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Dataset Split

Train Set 89%
1095Images
Valid Set 8%
95Images
Test Set 3%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x780
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -15% and +15%
Noise: Up to 3% of pixels