Ritik Jain's Projects
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
:metal: awesome-semantic-segmentation
The Captcha Extraction using PyTorch project utilizes a Deep C-RNN model implemented in PyTorch to extract text from captcha images. The model employs the CTCLoss algorithm to convert predicted output into actual text. The project includes a pre-built dataset, model architecture, and sample code to train and test the model.
In the notebook, performed chest x-ray prediction using Keras.
Best Practices, code samples, and documentation for Computer Vision.
Dask tutorial
A complete repository for basic Data Structure and Algorithms
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
Code from the Deep Reinforcement Learning in Action book from Manning, Inc
TF and YOLO utility scripts
Faster R-CNN for Open Images Dataset by Keras
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
The Image Encryption with Image Scrambler project is a simple image encryption program written entirely in Python. The program allows users to encrypt or decrypt images by entering a password. The project includes a setup file that launches a file browser to choose the image to encrypt or decrypt.
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
Website for interior designing
An easier way to build neural search in the cloud
Practicing K8s
This repository is langchain experimentation with different tools and agents.
Repository for all Machine Learning related projects
This Library is a Markov Chain Attribution Implementation in Python Programming
Mastering Reinforcement Learning with Python, published by Packt
Medium Post Summarizer is a web application that uses NLP techniques to quickly summarize lengthy articles from Medium, built using Streamlit and Huggingface pipelines.