Dataset Versions
v1
2024-11-19 8:17pm
Generated on Nov 19, 2024
3900 Total Images
View All ImagesDataset Split
Train Set 92%
3600Images
Valid Set 4%
150Images
Test Set 4%
150Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Noise: Up to 1.56% of pixels