Update README.md

README.md

@@ -1,3 +1,52 @@
 ---
 license: gpl-3.0
+tags:
+- object-detection
+- computer-vision
+- yolor
+- yolov4
+datasets:
+- detection-datasets/coco
+language:
+- en
+pipeline_tag: object-detection
+library_name: yolor
+library_version: 0.2.3
 ---
+
+### Model Description
+[YOLOR:](https://arxiv.org/abs/2105.04206)  You Only Learn One Representation: Unified Network for Multiple Tasks.
+
+[YOLOR-Pip:](https://github.com/kadirnar/yolor-pip/) Packaged version of the YOLOR repository
+
+[Paper Repo:](https://github.com/WongKinYiu/yolor/) Implementation of paper - YOLOR
+
+### Installation
+```
+pip install yolor
+```
+
+### Yolov6 Inference
+```python
+from yolor.helpers import Yolor
+
+model = Yolor(cfg='yolor/cfg/yolor_p6.cfg', weights='kadirnar/yolor-p6', imgsz=640, device='cuda:0')
+
+model.classes = None
+model.conf = 0.25
+model.iou_ = 0.45
+model.show = False
+model.save = True
+
+model.predict('yolor/data/highway.jpg')
+```
+
+### BibTeX Entry and Citation Info
+ ```
+@article{wang2021you,
+  title={You Only Learn One Representation: Unified Network for Multiple Tasks},
+  author={Wang, Chien-Yao and Yeh, I-Hau and Liao, Hong-Yuan Mark},
+  journal={arXiv preprint arXiv:2105.04206},
+  year={2021}
+}
+```