singgih-ardiansyah / clothing-style-detector

Clothes style detector, predicts patterns and color together with the clothing category.

clothing_detector

Clothes detector, predicting patterns and color together with the clothing category. Made for my internship Summer 2018 @Somera.

Exemple Detections

Code uses Keras API Tensorflow as backend.

• In order to run the code Tensorflow Object Detection API set-up needed.

• Copy and paste all the files in to the tensorflow/models/reserach/object_detection directory

• Dataset taken from: http://streetstyle.cs.cornell.edu/

• clothes_detector.py (uses tenorflow object-detection API and reads images from static/img folder outputs the prediction in train_images folder)

• train_test_splitter.py (clean, visualize the dataset dataset ready to feed into Keras classifiers)

• prediction_module.py (runs custom classifiers on Tensorflow Object detection API's region proposals)

• keras_models.py (creates color, pattern, clothing classifiers uses Keras API)