Generative AI Hackathon with IBM Granite

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Where equations meet imagination's spark, we light the future, leaving our mark.

Qutrit

pradeepng

vsr4

Karthikeyan_K

TopoGen3D is an innovative pipeline that converts 2D images of shapes (e.g., torus, Klein bottle) into fully-functional Open3D code. By leveraging a fine-tuned CLIP model for shape detection and IBM’s Granite-3B-Code-Instruct-2k for code generation, TopoGen3D automates the process of creating 3D models from 2D inputs. The pipeline identifies the best-matching shape based on accuracy scores, generates Open3D code, and enables visualization in web or desktop environments using PyVista. Designed for topology-aware applications, TopoGen3D is ideal for researchers, educators, and developers working in computational geometry, 3D modeling, and visualization. Its modular design allows seamless integration with tools like CLIP, IBM Granite, and Open3D, making it a versatile solution for transforming 2D concepts into interactive 3D models.

TopoGen3D transforms 2D images into 3D Open3D code using a fine-tuned CLIP model and IBM Granite. It automates shape detection, code generation, and 3D visualization for topology-aware applications.

"Qutrit team on Generative AI Hackathon with IBM Granite Hackathon"

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