This repository contains the code for YOLOv7 Object Detection - Paper Explanation and Inference blog post.
In this blog post, we go through a comprehensive explanation of the YOLOv7 paper. This includes:
- The YOLOv7 architecture.
- The Bag of Freebies in YOLOv7.
- Training experiments and results from the paper.
- Running inference for object detection using the YOLOv7 and YOLOv7-Tiny model.
- Pose estimation using YOLOv7.
The yolov7_keypoint.py
script contains the code for pose estimation using the yolov7-w6-pose.pt
model. Steps to run:
- Clone the YOLOv7 repository.
- Download the
yolov7-w6-pose.pt
weights. - Copy the script into the cloned
yolov7
repository/directory. - Execute:
python yolov7_keypoint.py
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