Hanzla Mahmood@hanzla_mahmood

The AI Pattern Transfer System is a computer vision-based solution for automatic product customization in e-commerce and fashion industries. It eliminates manual Photoshop editing by allowing users to upload a product image and a pattern image. The system detects the product surface area and then intelligently resizes, warps, and blends the pattern realistically using OpenCV and NumPy transformations. It generates instant visual previews with high accuracy, making it fast, lightweight, and scalable for e-commerce, print-on-demand businesses, branding agencies, and fashion design tools, with future upgrades like AI-based segmentation, lighting correction, and 3D texture mapping support.

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026 We’ve unlocked the web for your AI. Now build what wasn’t possible before. Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards. 🧑‍💻 Apply now to build AI agents powered by real-time web access.