Shreyas Dixit's repositories
ScriptForge
ScriptGPT is a model series which allows users to generate YouTube , Video scripts. These scripts can be used to create new and exciting content.
Model-Quantization
Quantization is a technique to reduce the computational and memory costs of running inference by representing the weights and activations with low-precision data types like 8-bit integer (int8) instead of the usual 32-bit floating point (float32).
YouTube-Llama
A question-answering chatbot for any YouTube video using Local Llama2 & Retrival Augmented Generation
Image-Generation
Welcome to the "Image Generation from Scratch" repository! This project is dedicated to building image generation models from scratch using PyTorch. In this repository, you'll find both GANs (Generative Adversarial Networks) and Diffusion models implemented from the ground up.
MaterialYou
This Project is an attempt to understand and recreate Googles latest update in Color-Extraction called as Material You. It will provide you with color-palette to use on your website , brand as per the main image on the website or brand.
QABERT-small
AnswerMind is a Question-Answering (QA) system that leverages the latest advancements in artificial intelligence and natural language processing. Trained on the Stanford Question Answering Dataset (SQuAD), AnswerMind is designed to provide users with fast and accurate answers to a wide variety of questions
AutoSprout
AutoSprout is an Automatic Irrigation System which enables users to login to an web or app and monitor their plants as well as agricultural lands.
Emotion-Recognition
The Emotion Recognition App is a real-time application that utilizes machine learning to detect and recognize human emotions from a webcam feed. The application uses a pre-trained deep learning model to classify facial expressions into seven different emotions: Angry, Disgusted, Fearful, Happy, Neutral, Sad, and Surprised. This project demonstrates
hf-transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Image-Classification
This is a Image Classification Neural Net made to study Transfer Learning. The Project consists of a case study of Classification of Food Items of 101 different types.
Kaggel-Mohs_Hardness
Welcome to the 2023 Kaggle Playground Series! This competition, titled "Regression with a Mohs Hardness Dataset," is part of Season 3, Episode 25. We appreciate the active participation and contributions from the Kaggle community in this series.
llama3
The official Meta Llama 3 GitHub site
Neural_Networks
The aim of this repository is to understand and build a neural network and to go from maths to code.
OpenAI-CLIP
Simple Educational Implementation of OpenAI CLIP in PyTorch
QuickResistor
This repository consists of Project for Object Oriented Programming in 4th Semester of University. The project aims to detect resistors in the image and then calculate the resistor values and showcase on the screen.
SIH2023
Smart India Hackathon project : hatbot to respond to text queries pertaining to various Acts, Rules, and Regulations applicable to Mining industries
skills-review-pull-requests
My clone repository
Skin_Cancer_Detection
Skin cancer detection of 9 different types using Tensor-Flow CNN models. This is related to the Internship under Walwalkar Hospital.
SuperRes-GANs
Super Resolution GANs (SRGANs) are a type of generative adversarial network (GAN) that can generate high-resolution images from low-resolution images
SwinTransformer
This project aims to replicate the architecture proposed in the Swin Transformer paper for medical image semantic segmentation.
Time-Series-Transfomers
Building a Time Sereis Forecasting Transformer from scratch
Transformer
Welcome to Transformers a repository for understanding how the state-of-the-art Transformers work. In this repository you will find how to build a Transformer from scratch and also how to use the SOTA Transformers from 🤗Huggingface.
Twitter-Sentiment-Analysis
This Repository consists of Twitter Tweet Sentiment Analysis code which we wrote in a Workshop related to Natural Language Processing. This code represents various stages of NLP Project
VAEs
This repository contains code for Variational Autoencoders from scratch in PyTorch & its training.
Vision-Transformer
Welcome to the Vision Transformer (ViT) Educational Repository! This open-source project aims to provide a comprehensive and educational resource for understanding and implementing Vision Transformers, a novel architecture for computer vision tasks.