nikhilroxtomar

UNet-Segmentation-in-Keras-TensorFlow

UNet is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in medical imaging.

Semantic-Segmentation-Architecture

A repository contains the code for various semantic segmentation in TensorFlow and PyTorch framework.

Multiple-Client-Server-Program-in-C-using-fork

A simple tcp client server application that describes the communication between the client and a server. The server is a simple echo sever that can handle multiple client using fork.

DDANet

DDANet: Dual Decoder Attention Network for automatic Polyp Segmentation [International Conference on Pattern Recognition 2021]

Retina-Blood-Vessel-Segmentation-using-UNET-in-TensorFlow

This repository contains the code for the Retina Vessel Segmentation (DRIVE) using the UNET architecture in TensorFlow 2.0

Flower-Image-Classification-using-Vision-Transformer

The repository contains the code for the flower image classification using Vision Transformer in the TensorFlow

TransResUNet

TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation

Background-Removal-using-Deep-Learning

The repository contains the code for removing the background human image using deep learning (semantic segmentation)

Multiclass-Segmentation-on-Crowd-Instance-level-Human-Parsing-CHIP-Dataset-using-UNET

Multiclass Segmentation using UNET on Crowd Instance-level Human Parsing (CHIP) dataset

Vision-Transformer-ViT-in-TensorFlow

Vision Transformer Implementation in TensorFlow

DilatedSegNet

DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation

Human-Face-Segmentation-in-TensorFlow

This repository contains the code for Multiclass Segmentation on the human faces using Landmark Guided Face Parsing (LaPa) dataset in TensorFlow.

Attention-Mechanism-Implementation

Implementation of different attention mechanisms in TensorFlow and PyTorch.

MKDCNet

Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network [CBMS: Computer-Based Medical Systems 2022]

Brain-Tumor-Segmentation-in-TensorFlow-2.0

Brain Tumor Segmentation dataset using TensorFlow

Large-File-Transfer-using-TCP-Socket-in-Python3

A simple file transfer program for transferring large file over a TCP client-serer program.

U2-Net-for-Image-Matting-in-TensorFlow

This project showcases an implementation of the U2-Net architecture for Image Matting in the TensorFlow.

Multiple-File-Transfer-using-TCP-Socket-in-Python3

Multiple File Transfer using TCP Socket in Python

Human-Face-Landmark-Detection-in-TensorFlow

This repository contains the code for Human Face Landmark Detection in TensorFlow using the pre-trained MobileNetv2 and the Landmark Guided Face Parsing (LaPa) dataset.

Image-Segmentation-using-UNETR

Human Hair Segmentation using the UNETR (U-Net Transformers) in TensorFlow

Multiclass-Image-Segmentation-using-UNETR-in-TensorFlow

Multiclass Image Segmentation on Human Face Segmentation in TensorFlow

Object-Detection-from-Scratch-in-TensorFlow

Object Detection from Scratch in TensorFlow

Vision-Transformer-with-ResNet50-in-TensorFlow

The repository contains the code for the implementation of ResNet50 Vision Transformer in the TensorFlow framework.

GAN-in-TensorFlow

Implementation of different GANs using TensorFlow

Brain-Tumor-Segmentation-using-UNETR-in-TensorFlow

This repository demonstrates the utilization of UNETR for brain tumor segmentation.

Intersection-over-Union

A simple implementation of the Intersection over Union (IoU) in NumPy, TensorFlow and PyTorch.

MobileViT-Implementation

MobileViT Implementation from scratch in TensorFlow and PyTorch

nikhilroxtomar

UNET-3-plus-Implementation-in-TensorFlow

Implementation of UNET3+ in TensorFlow

keras-io

Keras documentation, hosted live at keras.io