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R3D2D β Reconstruction of 3D Objects from 2D Images
Sep. 2024 β Dec. 2024
ReactPythonPyTorchFlaskVS CodeJupyter Notebook
Overview
Web application converting 2D images into 3D voxel models.
The problem
Turning a flat 2D image into a 3D representation is a hard computer-vision problem, with real applications in gaming, AR, and product design.
My role & contribution
Collaborated within a team of two β built the web application layer and integrated the trained VAE model to serve reconstructions to users.
Key features
- Β·Developed and collaborated on a web app using Variational Autoencoders (VAEs) to reconstruct 3D voxel models from 2D images.
Results & impact
Delivered a working prototype demonstrating end-to-end 2D-to-3D reconstruction through a usable web interface, presented as an academic project.