Dataset Versions
v7
2023-08-30 3:44pm
Generated on Aug 30, 2023
8064 Total Images
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Dataset Split
Train Set 92%
7458Images
Valid Set 4%
317Images
Test Set 4%
289Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Mosaic: Applied