Personal AI Advancing Dermatological Diagnosis: Google AI's Skin Condition Detection
Mar 2, 2024
Delve into Google AI's skin condition detection technology in dermatological diagnosis, enhancing patient outcomes. Explore diffusion techniques for realistic image generation and AI clothing try-on tools. Google Lens detects skin conditions, aiding in health concerns identification.
AI Snips
Chapters
Transcript
Episode notes
Diffusion Replaces Warping For Realistic Virtual Try On
- Google built a diffusion-based virtual try-on that generates every clothing pixel from scratch instead of geometric warping.
- It uses image-pair inputs and cross-attention to reconstruct realistic folds and fit across poses.
Shopping Graph Powers Try On Training
- Google trained the model on its Shopping Graph product-image pairs to learn garments across poses.
- Millions of paired images of the same shirt in different angles taught the model to generalize to new people and clothing.
Use Virtual Try On Before Buying Women's Shirts
- Try the new virtual try-on now for women's shirts on Google Shopping to preview fit before buying.
- Available brands include Anthropologie, Loft, H&M, and Everlane with planned expansion over time.