CLIP Product Verification
Research
Computer vision system for product authentication using Siamese networks, CLIP embeddings, YOLO object detection, and contrastive learning.
Research Project: This is an advanced research prototype exploring novel technical approaches.
Problem
Product authentication requires verifying products match descriptions. Needed a computer vision system with high accuracy.
Business Impact
- Multiple Siamese implementations
- Advanced training techniques
- Multi-stage verification pipeline
- Production pathway defined
Key Metrics
Multiple implementations
Advanced training
Production pathway