Maria Matskevichus
22 Sep 2019
Data Science and Machine Learning

How to train the neural network to classify screws by photo

Imagine, thousands of bolt and screw positions in the catalog, bulky filters, unclear product descriptions… all this is a headache of the retailer and its customers.

How to improve the customer journey through e-catalog and bring them to purchase? Let’s make a visual search app to find exactly the same screw or bolt by a photo only!

The main difficulty of the solution lies in the scalability of the screw number that the app can recognise. After the presentation, you will get the full pipeline of building the visual search system from a scratch.