Dataset Versions
v7
For_YOLOv5
Generated on Aug 29, 2024
3796 Total Images
View All ImagesDataset Split
Train Set 88%
3324Images
Valid Set 8%
312Images
Test Set 4%
160Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 256x256
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px