2Dto3D-Shoes
2Dto3D-Shoes copied to clipboard
Single view shoe to 3D model using neural networks + Nvidia Kaolin
2D to 3D Sneakers Project
COMP 6381 - Digital Geometric Modeling
Nasir Khalid - 40192389
Project Video
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
