Dataset Versions
Versions
v1
2023-07-17 2:28pm
Generated on Jul 17, 2023
260 Total Images
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Dataset Split
Train Set 88%
228Images
Valid Set 12%
32Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each