Surya Prakash Mishra's Projects
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
Some ipython notebooks implementing AI algorithms
Projects related to astronomy, astrophysics and so on using python. [WIP]
Prototype for a guided VR meditation software
A curated list of awesome data labeling tools
Latest resources on Generative Adversarial Networks
A curated list of awesome self-supervised methods
IBM Applied Data Science Capstone Project
Find masses of each star, orbital velocity, time period for a complete revolution from redshift of the stars observed from earth.
Tensorflow/Keras implementation of CV mixer models. [WIP]
This repository contains resources to get you started in the field of your choice.
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.
Learning two-phase microstructure evolution using neural operators and autoencoder architectures
This is a DRL(Deep Reinforcement Learning) platform built with Gazebo for the purpose of robot's adaptive path planning.
A star evolves through many stages. It's temperature changes and so does its luminosity with these stages. A nice way therefore, to study stars, is to plot their luminosity and temperature at every stage. Such a plot is called a HertzsprungโRussell (HR) diagram. In this repository I take data of the globular star cluster M3 of NGC5272.
An attendance monitoring system using face recognition and liveliness detector.
A web app which takes images from various CCTV in building cameras runs a Neural Net and incase of a fire sends an alert and suggests best possible escape route to users.
Wireless DIY Arduino based Gesture Controlled Car
Create UIs for prototyping your machine learning model in 3 minutes
Hand written digit recognition using keras with an accuracy of 0.9994 on training data and 0.9963 on test data.
Hands-On Image Generation with TensorFlow 2.0, published by Packt
We use a ESP8266 module to control lights and fans through a web page as well as an app(bluetooth)
This app was made during the first ever Toycathon organised by the govt. of India. Our team qualified to the Grand Finale of the hackathon in the Digital Toys Track.
Deep Learning for humans
Landmark detection (10 classes) on sentinel data
machine learning and deep learning tutorials, articles and other resources
[WIP]
Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.