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01pooja10

About me

01pooja10.github.io

2mcam

An accurate social distancing detector that uses Deep Learning, or specifically, Computer Vision concepts to keep either employees in an organization or the public in check with regards to their maintenance of social distancing.

adapt-bot

A PyTorch based NLP project which consists of a LSTM chatbot which can engage in text-based conversations and can adapt to different topics depending on the dataset.

child-safety-system

A bot which warns users against potential predators while engaging in conversations via (online) chatrooms.

cryptoknight

easy-docs

A convenient app for all your study needs: from document/text summarization to text-to-speech to OCR, we've got you covered.

heart-disease-prediction

Predict the presence of heart disease in human beings using machine learning classification models

jax-intro

Simple ML and DL projects implemented using the JAX framework

medgen

Official submission to MIC's ResCon 1.0: Generate a detailed medical report by analyzing images of chest x-rays.

mobilegen

A repository which deploys a diffusion model (DDPM) on mobile devices with sped-up inference and low memory consumption.

movie-recommender-system

User based collaborative filtering and content based filtering algorithms have been used to recommend movies similar to the input provided by the user.

multimodal-xray

Vision-language model for synthetic medical image generation

muralscape

A Neural Style Transfer project that takes in an image along with a style of painting , combines the two in order to produce a beautiful, ultra-realistic image that consists of the target image rendered in the desired artistic style.

sign_language_classification

simplegan

An introductory & comprehensible re-implementation of the infamous Generative Adversarial Network (Goodfellow et al.) trained on MNIST images and written using the PyTorch framework.

sketch-to-shoe

Project Sketch-to-Shoe is a thorough yet comprehensible reimplementation of the pix2pix GAN paper. It adheres to the PyTorch framework and is trained on various sketches/images of shoes. To sum it up, sketch-to-shoe transforms your outline/sketch of any footwear design to a realistic copy of the same.

sketch2d-to-style3d

steersecure

Driver safety and security

studentengagementdetection

Private repo to hold code and scripts

tumorsegmentation3d

variational-autoencoder

Coding a variational autoencoder from scratch using the PyTorch framework

vit_pytorch

Coding a vision transformer from scratch using python's pytorch framework.

zenbot

In our chat system more than one person can chat by running client-side code in their system, all clients should be connected in the same network, which can be local or wide area network.