Retrieving Similar E-Commerce Images Using Deep Learning

Retrieving Similar E-Commerce Images Using Deep Learning

Finding products that look similar to a particular product is an important feature for a modern e-commerce platform. Retrieving Similar E-Commerce Images Using Deep Learning

Table of Contents

  1. Introduction
  2. Business problem
  3. Mapping to Deep Learning problem
  4. Data Set Used
  5. Model Architecture
  6. Loss Function
  7. Implementation Overview
  8. Building data pipeline
  9. Defining model architecture
  10. Defining loss and accuracy functions
  11. Defining Step function
  12. Final flow
  13. Validating results
  14. Understanding Deployment
  15. Future Work & Conclusion
  16. References

data-science machine-learning tensorflow deep-learning image-similarity

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