search

dsp-uga / purah-p2

MIT License
0 stars 0 forks source link

OpenCV research/other solutions #1

Closed nathanWynn closed 3 years ago

nathanWynn commented 3 years ago

https://docs.opencv.org/3.4/index.html

Need to research available tools and decide which one will best suit our needs

nathanWynn commented 3 years ago

https://github.com/opencv/opencv/tree/master/data/haarcascades https://docs.opencv.org/3.4/d2/d99/tutorial_js_face_detection.html Opencv Haar cascade may be useful.

mashihan123 commented 3 years ago

By using pre-extracted features in the CSV file, we are able to use sklearn models such as LDA, Logistic Regression, and KNN. The best-performed model is LDA, which has an accuracy over 0.7 among all three testing datasets.