Nitin Kumar Bansal's repositories
Facial_attribute_segmentation
Implemeting Improving Facial Attribute Prediction using Semantic Segmentation using Pytorch
3D-Machine-Learning
A resource repository for 3D machine learning
awesome-adversarial-machine-learning
A curated list of awesome adversarial machine learning resources
Tensorflow_mine
Self Implemented
awesome-computer-vision
A curated list of awesome computer vision resources
Cutout
2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552
Data-Science
Working on Data science using Python, R SQL
Deep-Learning-DBN-From-the-ground-up
This is a multiple file project that is part of my dissertation M.Sc Thesis. This repository contains all the background theory of Deep Belief Networks and Machine Learning theory using Artificial Neural Networks to utilize the examples.
Docker_Config_Example
Docker COnfiguration File Example
EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
gradient_descent_viz
interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI
ISTA-Net
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing (Tensorflow Code)
Machine-Learning-R
Machine Learning Implementations in R
Object-detection
Object Detection With Multiscaling Testing with FPN/RCNN
Orthogonal_Parameters_Tensorflow
Tensorflow based Orthogonal Regularizer
pytorch-examples
Simple examples to introduce PyTorch
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
spatial-transformer-network
A Tensorflow implementation of Spatial Transformer Networks.
tensorflow
Computation using data flow graphs for scalable machine learning
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Vis-Drone-Object-detection
Object-Detection for Vis-Drone Dataset ECCV