Underwater crayfish dataset
收藏资源简介:
The crayfish dataset was generated using the Roboflow platform. The annotations are compatible with the PyTorch YOLOv5 architecture. <em><strong>Dataset details:</strong></em> <strong>Training Set:</strong> 92%, 1.2k images <strong>Validation Set</strong>: 5%, 69 images <strong>Testing Set</strong>: 3%, 35 images <strong>Dimensions:</strong> 416x416 <em><strong>Augmentations:</strong></em> <strong>Flip:</strong> Horizontal <strong>90° Rotate:</strong> Clockwise, Counter-Clockwise <strong>Crop:</strong> 0% Minimum Zoom, 20% Maximum Zoom <strong>Grayscale:</strong> Apply to 50% of images <strong>Hue:</strong> Between -48° and +48° <strong>Saturation:</strong> Between -25% and +25% <strong>Brightness:</strong> Between -25% and +25% <strong>Exposure:</strong> Between -25% and +25% <strong>Blur:</strong> Up to 10px <strong>Noise:</strong> Up to 5% of pixels <strong>Cutout</strong>: 3 boxes with 10% size each <strong>Mosaic:</strong> Applied



