braindotai
Director of Machine Learning Research @Skylarklabs.ai | And part-time Web Developer.
SkylarkLabs.aiNew Delhi, India.
Pinned Repositories
BrainBust
My portfolio website for written articles, deployed projects and research publications.
braindotdev
Dotfiles that grows into you!
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.
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.
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%.
Nvidia-Triton-Server-Testing
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.
Real-Time-Super-Resolution
🔥 Real-time Super Resolution enhancement (4x) with content loss and relativistic adversarial optimization 🔥
Watermark-Removal-Pytorch
🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.
braindotai's Repositories
braindotai/Watermark-Removal-Pytorch
🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.
braindotai/Real-Time-Super-Resolution
🔥 Real-time Super Resolution enhancement (4x) with content loss and relativistic adversarial optimization 🔥
braindotai/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!
braindotai/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.
braindotai/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.
braindotai/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.
braindotai/braindotdev
Dotfiles that grows into you!
braindotai/BrainBust
My portfolio website for written articles, deployed projects and research publications.
braindotai/Nvidia-Triton-Server-Testing
braindotai/braindotai
My portfolio README for showcasing my skills and experiance.
braindotai/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%.
braindotai/BraindotFiles
braindotai/Custom-Shell-Command-Creator
Easiest setup to create custom Linux command using python
braindotai/DeepEnhance
braindotai/Dr-Deep
Meet the next generation AI based Medical Platform where we will help you diagnose patients easily without any human error.
braindotai/Dxeon
My utilities for DL and ML pipelines
braindotai/ionic-streaming-stuff
braindotai/Kaggle-Exploratory-Data-Analysis
braindotai/KDD18-Gluon
KDD18 Tutorial: Deep Learning and Natural Language Processing with Apache MXNet (Incubating) Gluon
braindotai/Moon-Racoons
Moon Racoons - Team for Open Innovative Challenge Hackathon
braindotai/MXNet-Gluon-Tutorials
MXNet Gluon offers easy to build, prototype, debug and deployment for deep learning models. Lets learn it using some basic examples.
braindotai/open-source-cs
Video discussing this curriculum:
braindotai/PyReddit
braindotai/PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
braindotai/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
braindotai/Reinforcement-Learning-Scratch-Arena
This repository provides hands on tutorial for Reinforcement Learning from scratch
braindotai/Seagle-Frontend
braindotai/SRResCGAN
Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).