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Anuj Nethwewala's Projects

c-vton icon c-vton

C-VTON: Context-Driven Image-Based Virtual Try-On Network

cifar-10 icon cifar-10

CIFAR-10 dataset based on AlexNet architecture

curriculums icon curriculums

A collection of resources and assignments that we recommend for beginners :)

housing-price-prediction-bayesian-analysis-using-pyro icon housing-price-prediction-bayesian-analysis-using-pyro

The goal is use Pyro to predict house prices with Bayesian linear regression, comparing it to Simple Linear Regression. Also, assess the impact of assuming Gamma priors for a Gamma-distributed dataset in the comparison.

jmetalpy icon jmetalpy

Contains implementation of Fairly Constricted Particle Swarm Optimization. Check https://arxiv.org/abs/2104.10040

mnist icon mnist

Implementation of MNIST Dataset using PyTorch

my-clipseg-using-clip icon my-clipseg-using-clip

Create a model such that it accepts a text prompt and an image as input and uses CLIP to create an embedding of the text prompt and the input image, and then train a decoder on top of this to produce a binary segmentation map.

pso-stuff icon pso-stuff

Various PSO implementations. Check https://arxiv.org/abs/2006.09875

rmgn-viton icon rmgn-viton

Official PyTorch implementation of "RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-on" (IJCAI-ECAI 2022)

vgg-16-model-for-cifar100-dataset icon vgg-16-model-for-cifar100-dataset

Creating two Pytorch models for CIFAR100 based on VGG-16 architecture (of around 57% accuracy after 20 training epochs) using Normal Softmax and Gumbel Softmax respectively.

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