

Generating 3D Animals with YouDream
Jul 23, 2024
PhD students Sandeep & Oindrila discuss challenges in creating 3D animals from 2D data, including quality control, training datasets, tie-in with iNaturalist. They explore diffusion models, control nets, and Hollywood FX potential.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Intro
00:00 • 2min
Challenges and Solutions in Generating Realistic Animal Images with ML
01:57 • 20min
Innovations in Handling Data Sparseness for Consistent 3D Animal Image Generation
21:34 • 4min
Challenges and Innovations in Generating 3D Animals
25:20 • 26min
Utilizing Technology in Hollywood Visual Effects
51:19 • 5min
Exploration of 3D asset creation, post-PhD plans, and research interests
55:54 • 2min
Exploring 3D Animal Animation Techniques and Future Opportunities for Movie Studios
57:49 • 2min