AthleticML-Analytics / YOLOv8_Pose_TimeSeries

Repository using Transfer learning of Yolov8n-pose to obtain key points in pose estimation and time series generation for each video frame

Pose Estimation and Key Point Extraction using YOLOv8

Installation

Use a virtual environment to manage dependencies.

pip install virtualenv

Create and activate a virtual environment:

python3 -m venv pose-estimation
source pose-estimation/bin/activate

Install the necessary dependencies:

pip install -U -r requirements.txt

Run the code:

python3 YOLOv8_Pose_estimation_videoCapture.py