Dataset Versions
v4
2023-09-02 11:27am
Generated on Sep 2, 2023
2859 Total Images
View All ImagesDataset Split
Train Set 88%
2505Images
Valid Set 8%
237Images
Test Set 4%
117Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels