2025 Computer Vision Dataset
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828 images (57%) failed to generate. The result of this training run may be different from others. We recommend regenerating the version and contact support if the issue persists.
1452 Total Images
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Dataset Split
Train Set 89%
1292Images
Valid Set 7%
104Images
Test Set 4%
56Images
Preprocessing
Tile: 2 rows x 2 columns
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.22% of pixels