/qt-motion-analysis

A rugged Qt GUI application for processing webcam frames for ML applications (pose estimation)

Primary LanguagePythonMIT LicenseMIT

qt-motion-analysis

Pose estimation with descriptive analysis

Download pre-trained weight

https://drive.google.com/file/d/1n-H_cvTHNldZuz08EE62WiVtqqXzemKq/view?usp=sharing

Install

pip install -r requirements.txt

Running

If you have only one webcam -

python main.py

If you have more than one webcam -

python main.py i

Here, i is the webcam index.

Logs

Processed frames are saved in logs folder. The groundtruth data should be saved at groundtruth folder from logs folder (.npy files). Similarity between two poses can be estimated with error (l1 distance for coordinates).

Demo

Window 1 (after running main.py)

Window 2 (after clicking start webcam)

Window 3 (after processing frame)