Dataset Versions
Versions
2024-12-05 4:01am
v9
· 14 days ago
2024-12-04 6:39pm
v8
· 14 days ago
2024-12-04 3:47am
v7
· 15 days ago
2024-12-03 1:18pm
v6
· 15 days ago
2024-12-03 12:42pm
v5
· 15 days ago
2024-12-02 3:45pm
v4
· 16 days ago
2024-12-02 2:12am
v3
· 17 days ago
2024-11-26 3:04pm
v2
· 22 days ago
2024-11-26 12:54pm
v1
· 22 days ago
v7
2024-12-04 3:47am
Generated on Dec 3, 2024
3404 Total Images
View All ImagesDataset Split
Train Set 95%
3230Images
Valid Set 3%
90Images
Test Set 2%
84Images
Preprocessing
Auto-Orient: Applied
Static Crop: 38-78% Horizontal Region, 37-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 5
Flip: Horizontal
Grayscale: Apply to 10% of images
Hue: Between -8° and +8°
Saturation: Between -22% and +22%
Exposure: Between -10% and +10%
Noise: Up to 1.34% of pixels