movchan74/street_to_shop_experiments

Street-to-shop experiments

It's repo for the article about applying metric learning to street-to-shop problem on custom dataset scrapped from aliexpress.

• triplet_semihard_training.ipynb - jupyter notebook with training code
• get_item_info.py - function for scrapping
• triplet_semihard_final.keras - final keras model. You can load model using keras.models.load_model.

Link on the article: https://medium.com/@movchan74/how-to-apply-distance-metric-learning-for-street-to-shop-problem-d21247723d2a).