Dataset Open Access
Underwater Plastic dataset
Machado, Pedro
The dataset was generated using the Roboflow platform. The annotations are compatible with the PyTorch YOLOv5 architecture.
Dataset details:
# Images: 1220 images
Image Split:
Train / Test Split: 92
Training Set: 1.1k
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 49% Maximum Zoom
Grayscale: Apply to 47% of images
Hue: Between -25° and +25°
Saturation: Between -42% and +42%
Exposure: Between -22% and +22%
Blur: Up to 3.25px
Cutout: 8 boxes with 10% size each
Mosaic: Applied
Details
Version Name: 2022-07-24 12:50am
Version ID: 1
Generated: Jul 24, 2022
Files
(23.7 MB)
| Name | Size | |
|---|---|---|
|
UPD.v1.yolov5pytorch.zip
md5:6c67772d74420b72a075d1d77fad0f1f |
23.7 MB | Download |
433
60
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 433 | 433 |
| Downloads | 60 | 60 |
| Data volume | 1.4 GB | 1.4 GB |
| Unique views | 367 | 367 |
| Unique downloads | 52 | 52 |
Indexed in
- Publication date:
- July 26, 2022
- DOI:
-
- Keyword(s):
- Plastic Underwater UPD Roboflow Low visibility
- License (for files):
- Creative Commons Attribution 4.0 International