Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

Implementing polyp segmentation using the U-Net and CVC-612 dataset.

Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock

This repository contains the code for Lung segmentation using Montgomery dataset in TensorFlow 2.0.

Implementation of the paper titled - U-Net: Convolutional Networks for Biomedical Image Segmentation @ https://arxiv.org/abs/1505.04597

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

The repository contains the code for UNET segmentation on CT scan dataset in TensorFlow 2.0 framework.

The project presents a comparative study of Brain Tumor Segmentation using 3 approaches - 1) Sobel Operator and U-Net, 2) V-Net, 3) W-Net

A U-Net-based deep learning ensemble model for wildebeest-sized animal detection from satellite imagery. A version used for the paper accepted by Nature Communications: "Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape" (https://rdcu.be/dc8bU).

TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 4.2 FPS

A computer vision project (image segmentation project) which aims to remove texts on images using Unet model. Tensorflow 2 is used as a ML library.

TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 7.2 FPS with 64-bit OS

Semantic Segmentation project for Autonomous Driving based on a TensorFlow implementation of UNet

Deep Learning Based Cell Segmentation

Iterative Vertebrae Segmentation - VerSe dataset

In this project, we analyzed a video recording of a vehicle driving on the road and computed semantic segmentation for each frame in the video.

Collection of notebooks for image segmentation tasks.

Tensorflow based framework for 3D-Unet with Knowledge Distillation

TensorFlow Lite segmentation on a Jetson Nano at 11 FPS

An art project using generative adversarial network (GAN)