Nikhil Tomar's Projects
Advanced Deep Learning with Keras, published by Packt
Summarize the paper and code in AI(Semantic Segmentation, Medical Segmentation,REID,Super-Resolution,Registration,CVPR,ECCV,ICCV,AAAI,MICCAI)
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
This is a Python/Tensorflow 2.0 implementation of the Adversarial Latent AutoEncoders.
Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)
Implementation of different attention mechanisms in TensorFlow and PyTorch.
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
A curated list of automated machine learning papers, articles, tutorials, slides and projects
The most cited deep learning papers
A repository to curate and summarise research papers related to fashion and e-commerce
A collection of important graph embedding, classification and representation learning papers with implementations.
JAX - A curated list of resources https://github.com/google/jax
A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning
Reading list for research topics in multimodal machine learning
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Pawan Kumar Portfolio
The repository contains the code for removing the background human image using deep learning (semantic segmentation)
BCDU-Net : Medical Image Segmentation
We are going to build a Binary to Decimal converter using RNN. We are going to build a RNN from scratch using python, no machine learning libraries are going to be used.
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
Brain Tumor Segmentation done using U-Net Architecture.
Brain Tumor Segmentation dataset using TensorFlow
This repository demonstrates the utilization of UNETR for brain tumor segmentation.
Programming with C course: pointer, multi-process, multi-thread, concurrency, semaphores, Socket, PIPE, FIFO
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).