FACE DETECTION Algorithm: HOG (Histogram of Oriented Gradients) + SVM (Support Vector Machine) Dataset: 7 500 pictures of Faces and 7 500 pictures of different objects Main libraries: numpy and opencv Includes own implementation of HOG and Canny INSTRUCTION To run this program simply download anaconda python distribution, activate anaconda virtual env, run jupyter notebook and click run all option. Important: You must have installed following packages: opencv-python, matplotlib, numpy, pandas, tqdm. SAMPLE RESULTS