MrNeRF (@janusch_patas)

2024-09-08 | โค๏ธ 80 | ๐Ÿ” 13


Splat-MOVER: Multi-Stage, Open-Vocabulary Robotic Manipulation via Editable Gaussian Splatting

โ€œWe summarize our contributions below: (i) We introduce ASK-Splat, a Gaussian Splatting scene model with embedded affordance and semantic features, enabling geometric, semantic, and affordance scene understanding. (ii) We propose SEE-Splat, a scene-editing module that uses 3D object masks from ASK-Splat to enable real- time editing of Gaussian Splatting scenes, reflecting the motion of objects in the scene due to the robotโ€™s actions. (iii) We introduce Grasp-Splat, a grasp-generation module that proposes affordance-aligned grasp candidates for specified objects, leveraging the embedded affordance features in ASK-Splat.โ€

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Tags

domain-vision-3d domain-robotics domain-ai-ml domain-genai