Instructions to use thangkt/PCB-Prune-YOLO-P20-Direct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ultralytics
How to use thangkt/PCB-Prune-YOLO-P20-Direct with ultralytics:
from ultralytics import YOLOvv8 model = YOLOvv8.from_pretrained("thangkt/PCB-Prune-YOLO-P20-Direct") source = 'http://images.cocodataset.org/val2017/000000039769.jpg' model.predict(source=source, save=True) - Notebooks
- Google Colab
- Kaggle
| scope,precision,recall,mAP50,mAP50-95,class_id,class_name | |
| overall,0.9621363400345814,0.9618648012811436,0.981835107441035,0.7671004007137501,, | |
| class,0.9529199134123715,0.9565217391304348,0.9770359761624102,0.7043664929458436,0.0,open | |
| class,0.9251284155923986,0.9360815847860002,0.9592670872901112,0.6773643413837104,1.0,short | |
| class,0.9395938475684601,0.9612676056338029,0.9860887320896216,0.7590634675461975,2.0,mousebite | |
| class,0.9836201600941977,0.9567099567099567,0.9845608255112044,0.720746974243411,3.0,spur | |
| class,0.9951966750837129,0.9819424608491363,0.9948106436760856,0.8870177787124026,4.0,copper | |
| class,0.9763590284563466,0.9786654605775313,0.9892473799167769,0.8540433494509359,5.0,pin-hole | |