Dataset Versions
v4
2023-11-30 11:09pm
Generated on Nov 30, 2023
8616 Total Images
View All Images
Dataset Split
Train Set 95%
8190Images
Valid Set 3%
281Images
Test Set 2%
145Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied