Rakesh Acharya's Projects
Code for the paper "Vision based Lane detectio for Advanced Driver Assistance Systems"(PECCON'19)
Tackling complex climatic and humanity problems using AI
Autoencoder Hacks
Digital pathology image viewer with support for human/machine generated annotations and markups.
Applying machine learning to address the problems of climate change
This repo gives you a high level overview of building, testing, monitoring and documenting RESTful web services.Also includes how to integrate components like JPA, Spring Security and Spring Actuator and Swagger.
A computer vision application to detect face mask in images and video streams as a COVID-19 precaution.
CS Questions for fun.
With the rise of Deep Fakes, learnt to implement Deep Convolutional Generative Adversarial Network and trained the model to generate realistic looking synthesized images
Image classification of Chest X Rays in one of three classes: Normal, Viral Pneumonia, COVID-19.Model that can predict Chest X-Ray scans that belong to one of the three classes with a reasonably high accuracy.
Retail Application ( Use case POC for digiBlitz )
Face Recognition Model
Classifies face based on emotion into Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral. A web interface is used to perform real-time on image and video data.
Investigating and Designing CNNs with few parameters and More Accuracy
A curated list of articles and tutorials to start with and understand generative AI
Solving problems on HackerRank for fun
Deep Learning for humans
Leetcode Monthly Challenges
leetcode
Implementing a ChatGPT-like LLM from scratch, step by step
MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
mlpack: a scalable C++ machine learning library --
Compressing AI models for Fun (!) and Edge Devices...
:robot: The MoveIt motion planning framework
A simple CRUD cli using Nodejs
demos to show the capabilities of ONNX.js