Underwater Plastic dataset

<p>The dataset was generated using the <a href="https://roboflow.com/">Roboflow</a> platform. The annotations are compatible with the <a href="https://github.com/ultralytics/yolov5">PyTorch YOLOv5</a> architecture.</p> <p><em><strong>Dataset details:</strong></em></p> <p><strong># Images:</strong> 1220 images</p> <p><strong>Image Split:</strong></p> <p>Train / Test Split: 92</p> <p>Training Set: 1.1k</p> <p><strong>Preprocessing</strong></p> <p>Auto-Orient: Applied</p> <p>Resize: Stretch to 416x416</p> <p>Augmentations</p> <p>Outputs per training example: 5</p> <p>Flip: Horizontal, Vertical</p> <p>Crop: 0% Minimum Zoom, 49% Maximum Zoom</p> <p>Grayscale: Apply to 47% of images</p> <p>Hue: Between -25&deg; and +25&deg;</p> <p>Saturation: Between -42% and +42%</p> <p>Exposure: Between -22% and +22%</p> <p>Blur: Up to 3.25px</p> <p>Cutout: 8 boxes with 10% size each</p> <p>Mosaic: Applied</p> <p>Details</p> <p>Version Name: 2022-07-24 12:50am</p> <p>Version ID: 1</p> <p>Generated: Jul 24, 2022</p>