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TACO-yolo11s – AI Model by fabiocigaina | AlphaNeural AI
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TACO-yolo11s
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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 litter
and the rest into the
Other
class
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
:
896
mosaic
:
0.5
Evaluation metrics
Metric
Score
mAP50
0.311
mAP50-95
0.234
