flow detection Dataset
v3
2023-12-22 10:50am
Generated on Dec 22, 2023
413 Total Images
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Dataset Split
Train Set 87%
360Images
Valid Set 8%
35Images
Test Set 4%
18Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -60° and +60°
Saturation: Between -50% and +50%
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels