Dataset Versions
Versions
v4
2023-09-28 2:20pm
Generated on Sep 28, 2023
1280 Total Images
View All ImagesDataset Split
Train Set 87%
1119Images
Valid Set 9%
109Images
Test Set 4%
52Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom