AI technology to infer a favorite interior style based on any colorful pictures
Contributor: Stonary-hzq, liukarlie
- Find interior images from Airbnb: USfilter.csv, London filter.csv
- Download and save parts of them in google drive
- Labeled around 2000 images as training dataset
- download paintings from Painter By Number dataset in the Kaggle competition
- Labeled around 200 paintings as test dataset
- literature review about pictures classifications (shown in reference)
- Chose efficient net, SVM, CNN to train and verify
- Extract common features in paintings and interior styles eg: hsv color
- SVM perform best, so further improve SVM