4_obj_c Dataset
v4
2024-04-07 8:15pm
Generated on Apr 7, 2024
579 Total Images
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Dataset Split
Train Set 92%
534Images
Valid Set 8%
45Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 0.1% of pixels
Cutout: 5 boxes with 20% size each