Code

• DeepEarth Self-supervised AI world model for environmental simulation, with the Earth4D spatio-temporal encoder. Paper.
• Digital Twin 3D landscape visualization and design platform. Photorealistic scenes from drone and ground surveys with interactive ecological overlays. Live demo.
• Geo3D Photogrammetry and neural methods for high-fidelity Gaussian splats and meshes of real environments.
• EcoDash Native plant search engine for global ecosystem design. 90,000+ species, 150+ traits, sub-second filtering. ecodash.ai.
• 3co NeRF-based 3D reconstruction from smartphone camera and sensor data with 3D surface entropy minimization loss regularization. AR app for garden e-commerce. Robotic 3D scanning with lasers. Autonomous LED-powered vertical rainforest garden. Plant species classification.