pills_1_dataset Dataset
Versions
v1
2024-05-19 3:06am
Generated on May 18, 2024
300 Total Images
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Dataset Split
Train Set 88%
264Images
Valid Set 8%
24Images
Test Set 4%
12Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -15° and +15°
Exposure: Between -10% and +10%
Bounding Box: Flip: Horizontal
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical