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Single view shoe to 3D model using neural networks + Nvidia Kaolin

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NasirKhalid24/2Dto3D-Shoes

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2D to 3D Sneakers Project

COMP 6381 - Digital Geometric Modeling

Nasir Khalid - 40192389

Project Video

IMAGE ALT TEXT HERE

Folders

Below is a guide for each folder/file - each folder HAS ITS OWN README! :

training

This contains network architecture, training file, dataset loader script and all other pipeline related files

website-backend

This contains model inference script which can be deployed as a python webserver - it contains how to get pretrained model and code for running it as webserver for inference

website-frontend

This contains a nextjs (react) based frontend which gives the user an interface to upload images and try the model

sample-imgs

Sample images that can be uploaded to model webapp for testing

slides.pptx

Presentation slides - best for overview of project

report.pdf

Project report pdf file

proposal.pdf

Project proposal pdf

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Single view shoe to 3D model using neural networks + Nvidia Kaolin

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