Dataset Versions
v7
2023-12-18 10:30pm
Generated on Dec 18, 2023
8999 Total Images
View All ImagesDataset Split
Train Set 88%
7875Images
Valid Set 8%
750Images
Test Set 4%
374Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -10° and +10°
Saturation: Between -80% and +80%
Brightness: Between -60% and +60%
Exposure: Between -35% and +35%
Blur: Up to 15px
Noise: Up to 7% of pixels
Cutout: 18 boxes with 15% size each