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TACO-yolo11s
fabiocigaina/TACO-yolo11s
TACO-yolo11s is a machine learning model from fabiocigaina. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This model performs object detection to identify litter in images.
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Public
Updated Dec 29, 2025
Repo size
19.2 MB
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At a glance
- License
- mit
- Access
- Public
- Created
- Dec 26, 2025
- Updated
- Dec 29, 2025
- SHA
- 6ee8e6fd
Model card
From the Hugging Face model README
TACO YOLO11s
This model performs object detection to identify litter in images.
Links
- Demo: https://huggingface.co/spaces/fabiocigaina/TACO_YOLO_Demo
- Code: https://github.com/FabioCigaina/YOLO-Litter-detection
Base model
Ultralytics YOLO11s (yolo11s)
Dataset
- TACO Dataset: http://tacodataset.org/
- Kaggle mirror: https://www.kaggle.com/datasets/sohamchaudhari2004/taco-trash-detection-dataset
Preprocessing:
- Selected the 9 most frequent supercategories
- Grouped
Unlabeled litterand the rest into theOtherclass - Id to class:
Id Class 0 Plastic bag & wrapper 1 Cigarette 2 Bottle 3 Bottle cap 4 Can 5 Other plastic 6 Carton 7 Cup 8 Other
Training
- 120 epochs
imgsz: 896mosaic: 0.5
Evaluation metrics
| Metric | Score |
|---|---|
| mAP50 | 0.311 |
| mAP50-95 | 0.234 |
- License
- mit
- Created
- Dec 26, 2025
- Updated
- Dec 29, 2025