Dataset Versions
Versions
v1
V1
Generated on Jul 23, 2024
1160 Total Images
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Dataset Split
Train Set 79%
912Images
Valid Set 18%
205Images
Test Set 4%
43Images
Preprocessing
Resize: Fit within 416x416
Augmentations
Outputs per training example: 3
Grayscale: Apply to 2% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.3% of pixels