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Name: Surya Prakash Mishra

Type: User

Company: IIT (ISM) Dhanbad @RoboISM

Bio: IIT ISM Dhanbad Undergrad || Robotics ||Computer Vision || Learning everyday what to learn

Twitter: SuryaIsAllUNeed

Location: Mumbai, India

Blog: https://old-school-kid.github.io/my-portfolio/

🖖 Hi, friend! Pleased to meet you.

I am still learning what to learn. I am extremely fascinated towards Data Science and especially Computer Vision and its application in robotics. I also love participating in Hackathons, reading literature related to visual tasks

All we need is vision.

Lingo used here

🍻 Strong - Lets grab beer and change the world one line of code at a time.

☕ Intermediate - Lets grab coffee and discuss one line of code at a time.

🧃 Familiar - I dont wanna go out, dont nag me.

⚔️ Tools I wield

Strong - Python, Tensorflow/Keras, OpenCV, Numpy, Pandas, scikit-image, Git, Conda, Arduino Family, TF-Probability
Intermediate - C/C++, HTML, FLask, Transformers, PyTorch, NVIDIA Jetson, Tensorforce, TFX, ROS2
Familiar - JAX, Docker, ROS, FastAI, ChainerRL

🧰 Work I do

Strong - Computer Vision, Robotic, Perception, Generative Deep Learning, Unstructured Data Analysis, Bayesian Methods
Intermediate - Data Structures and Algorithms, Motion and Path Planning, Single Agent Reinforcement Learning, Industrial Internet of Things
Familiar - ROS Simulation, State Estimation and Localization, Multi-Agent Reinforcement Learning

... and I'm always learning and exploring stuff.

📈 Git Stats

👀 Visitors (since October 2021)

📫 Wanna catch up?

Still getting my head around the second life thing but this also works, I guess.

🧙‍♂️ Attention is the rarest and purest form of generosity. - Simone Weil

Surya Prakash Mishra's Projects

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

ai-notebooks

Some ipython notebooks implementing AI algorithms

astro-projects

Projects related to astronomy, astrophysics and so on using python. [WIP]

awarewolf

Prototype for a guided VR meditation software

awesome-data-labeling

A curated list of awesome data labeling tools

awesome-gans

Latest resources on Generative Adversarial Networks

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

battle-of-neighbourhoods

IBM Applied Data Science Capstone Project

binary-star-system

Find masses of each star, orbital velocity, time period for a complete revolution from redshift of the stars observed from earth.

computer-vision-mixers

Tensorflow/Keras implementation of CV mixer models. [WIP]

cyber-labs-get-started

This repository contains resources to get you started in the field of your choice.

data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

deep-operator-network

Learning two-phase microstructure evolution using neural operators and autoencoder architectures

drl_path_planning

This is a DRL(Deep Reinforcement Learning) platform built with Gazebo for the purpose of robot's adaptive path planning.

evolution-path-of-stars

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 Hertzsprung–Russell (HR) diagram. In this repository I take data of the globular star cluster M3 of NGC5272.