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3d-point-clouds-autocomplete

An experimentation of "HyperPocket: Generative Point Cloud Completion" paper in PyTorch

3dshapegen

Code for 3D Reconstruction of Novel Object Shapes from Single Images paper

bt5240

Computational Systems Biology coursework at IIT Madras

codeasy

An online tool to help sharing codes with a login-logout system. My first web-developement project.

cs4830

Big Data Laboratory Coursework at IIT Madras

deep_image_hashing

Quick query search through image hash of grocery products.

deepgamingai_fifa

A deep learning based AI bot for playing the football simulation game FIFA 18 (Windows platform)

domainbed

DomainBed is a suite to test domain generalization algorithms

ee4708

Data Analytics Laboratory coursework at IIT Madras

gan

hashtag_popularity_prediction

Predicting the popularity of an hashtag using standard regression techniques such as Linear Regression, Random Forest and Non-Linear SVM.

keras-gates-vs-bezos-image-classifier

Hours of step by step training using keras to do image classification using convnets from scratch, transfer learning and fine tuning. We also review visual similarity strategies and handle 2 use cases: Jeff Bezos vs Bill Gates, then Border Collie vs Yellow Lab. Not an academic treatise, just hands on fun and really good explanations about how to get productive real fast!

machine-learning-curriculum

:computer: Make machines learn so that you don't have to program them; The ultimate list

models

Models and examples built with TensorFlow

muse

A library for Multilingual Unsupervised or Supervised word Embeddings

nyse_prediction

A time series modelling of New York Stock Exchange Data using PyTorch

opencv

Open Source Computer Vision Library

paint

AI augmented web based painting tool, submitted for the Pytorch Summer Hackathon 2020

precrash-detection

Precrash detection using object detection, depth estimation and other computer vision techniques.

pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

rdn-tensorflow

Unofficial Tensorflow implementation of "Residual Dense Network for Image Super-Resolution", CVPR 2018 (spotlight)

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

residual-channel-attention-network

Unofficial Tensorflow implementation of "Image Super-Resolution Using Very Deep Residual Channel Attention Networks", ECCV 2018

simclr

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

Computation using data flow graphs for scalable machine learning

tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

trafficsignsrecognition

virtual_volume_estimation

Final year project which deals with object volume estimation from a single 2D image.