learnopencv/YOLOv7-Object-Detection-Paper-Explanation-and-Inference

YOLOv7 Object Detection - Paper Explanation and Inference

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

AI Courses by OpenCV

Want to become an expert in AI? AI Courses by OpenCV is a great place to start.