Dataset Versions
v5
2024-09-24 2-38am with Top and LD noise images
Generated on Sep 24, 2024
2282 Total Images
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Dataset Split
Train Set 89%
2025Images
Valid Set 8%
172Images
Test Set 4%
85Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
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 0.1% of pixels