Sukhrobjon / recommender-system-based-on-pictures

SUP class project - recommender-system-based-on-pictures

Recommender System Based on Image

Description

• In this project I developed a method for identifiying the similar products visually. The taks was implementing an algorithm to find k most similar images to given(original) product and display it to user.

How to use

• Please refer to this file as a source code.

Data

• The main dataset is 2184 color images (150x150x3) with 7 brands and 10 products, and the file with labels style.csv. Photo files are in the .png format and the labels are integers and values. It is downloaded from kaggle.

Built With

• VGG16 - Transfer Learning
• Cosine Similarity - Similarity Metric

Authors

• Sukhrobjon Golibboev - Initial work - Sukhrobjon

License

This project is licenced under the MIT License - see the LICENSE file for details

Acknowledgments

• Thanks to my Advisor - Milad

Note

• Project is under development status. Wait for more!