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Implementation of paper - [YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors](https://arxiv.org/abs/2207.02696) Implementation of paper - [YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors](https://arxiv.org/abs/2207.02696)
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/yolov7-trainable-bag-of-freebies-sets-new/real-time-object-detection-on-coco)](https://paperswithcode.com/sota/real-time-object-detection-on-coco?p=yolov7-trainable-bag-of-freebies-sets-new)
[![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/akhaliq/yolov7)
<a href="https://colab.research.google.com/gist/AlexeyAB/b769f5795e65fdab80086f6cb7940dae/yolov7detection.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a>
[![arxiv.org](http://img.shields.io/badge/cs.CV-arXiv%3A2207.02696-B31B1B.svg)](https://arxiv.org/abs/2207.02696)
<div align="center"> <div align="center">
<a href="./"> <a href="./">
<img src="./figure/performance.png" width="79%"/> <img src="./figure/performance.png" width="79%"/>
@ -131,6 +136,11 @@ See [keypoint.ipynb](https://github.com/WongKinYiu/yolov7/blob/main/tools/keypoi
## Inference ## Inference
On video:
``` bash
python detect.py --weights yolov7.pt --conf 0.25 --img-size 640 --source yourvideo.mp4
On image:
``` bash ``` bash
python detect.py --weights yolov7.pt --conf 0.25 --img-size 640 --source inference/images/horses.jpg python detect.py --weights yolov7.pt --conf 0.25 --img-size 640 --source inference/images/horses.jpg
``` ```