yolov6detect 0.1.8

Packaged version of the Yolov6 repository

Yolov6-Pip: Packaged version of the Yolov6 repository

Overview

This repo is a packaged version of the Yolov6 model.

Installation

pip install yolov6detect

Yolov6 Inference

from yolov6 import YOLOV6

model = YOLOV6(weights='yolov6s.pt', device='cuda:0') 
#model = YOLOV6(weights='kadirnar/yolov6t-v2.0', device='cuda:0', hf_model=True)

model.classes = None
model.conf = 0.25
model.iou_ = 0.45
model.show = False
model.save = True

pred = model.predict(source='data/images',yaml='data/coco.yaml', img_size=640)

Citation

@article{li2022yolov6,
  title={YOLOv6: A single-stage object detection framework for industrial applications},
  author={Li, Chuyi and Li, Lulu and Jiang, Hongliang and Weng, Kaiheng and Geng, Yifei and Li, Liang and Ke, Zaidan and Li, Qingyuan and Cheng, Meng and Nie, Weiqiang and others},
  journal={arXiv preprint arXiv:2209.02976},
  year={2022}
}