Underwater crayfish dataset

The crayfish dataset was generated using the Roboflow platform. The annotations are compatible with the PyTorch YOLOv5 architecture.

Dataset details:

Training Set: 92%, 1.2k images

Validation Set: 5%, 69 images

Testing Set: 3%, 35 images

Dimensions: 416x416

Augmentations:

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Grayscale: Apply to 50% of images

Hue: Between -48° and +48°

Saturation: Between -25% and +25%

Brightness: Between -25% and +25%

Exposure: Between -25% and +25%

Blur: Up to 10px

Noise: Up to 5% of pixels

Cutout: 3 boxes with 10% size each

Mosaic: Applied