Rishik Mourya's repositories
Watermark-Removal-Pytorch
🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.
Real-Time-Super-Resolution
🔥 Real-time Super Resolution enhancement (4x) with content loss and relativistic adversarial optimization 🔥
Facial-Landmarks-Detection-Pytorch
Implementation of facial landmarks detection using pytorch on iBUG 300W dataset. Why Xception Net? Because it provides satisfactory accuracy, with least computational requirement and memory utilization, I mean can you believe that my model, which looks kinda massive, is only of 10MB!
Fake-Anime-using-DCGAN-Pytorch
Implementing DCGAN for generating anime faces. The goal is to train a very simple model architectures, which produces highly realistic results. My generator is extremely simple, yet is actually able to produce surprisingly good results when trained enough. With image interpolation, this is clearly visible that the generator is not cheating/memorising the faces from the dataset.
Deep-Learning-Scratch-Arena
Implementing most important basic building blocks of Deep Learning from scratch. My goal is to provide high quality Scratch Implementations of the fundamentals of Deep Learning and its applications, with interactive well documentated jupyter notebooks. All notebooks come along with implementations using Tensorflow, MXNet and Pytorch.
Python-Project-Shell-Automation
Awesome shell automation for python projects. After being tired of doing the same stuff and running the same commands over and over again for initiating my projects, I decided to create a single command, that automates the whole procedure for me.
braindotdev
Dotfiles that grows into you!
braindotai
My portfolio README for showcasing my skills and experiance.
Machine-Learning-Hackathon
Submission for COVID 19 Machine Learning Hackathon hosted by EA & HAM Club. The goal is to determine the destination floor of a person standing inside the elevator using hand signs. Accuracy of the model should be at least 90%.
Custom-Shell-Command-Creator
Easiest setup to create custom Linux command using python
KDD18-Gluon
KDD18 Tutorial: Deep Learning and Natural Language Processing with Apache MXNet (Incubating) Gluon
Moon-Racoons
Moon Racoons - Team for Open Innovative Challenge Hackathon
MXNet-Gluon-Tutorials
MXNet Gluon offers easy to build, prototype, debug and deployment for deep learning models. Lets learn it using some basic examples.
open-source-cs
Video discussing this curriculum:
PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Reinforcement-Learning-Scratch-Arena
This repository provides hands on tutorial for Reinforcement Learning from scratch