Description:
First we had to scrape all the shoes available from various sites such as Zappos, Vans, Nike, and other major shoe sites. Afterwards we then do some preprocessing to filter the photos and select only what is needed. Resizing images and filter colors is also done in this step. We then pass it onto the SVM along with the HOG to perform a prediction to draw a box around shoe in the video/picture.
Stack: Python, OpenCV, Sci-kit learn, Numpy, Pandas, Beautiful Soup