Dataset Versions

v5

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Generated on Dec 16, 2024

Dataset Split

Train Set 88%
6720Images
Valid Set 13%
960Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x480
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 0.9px
Noise: Up to 0.14% of pixels