Iterative Vertebrae Segmentation - VerSe dataset

The project aims to transform the realm of beauty by developing a sophisticated UNet architecture model where the input represents a woman adorned with makeup, while the output showcases her natural, makeup-free beauty.

Collection of notebooks for image segmentation tasks.

Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos

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).

Breast cancer is one of the most common causes of death among women worldwide. Early detection helps reduce the number of premature deaths. In the study, I am working on creating a convolutional neural network capable of identifying tumor areas within medical images (which were taken with ultrasound).

People with pulmonary disease often have a high opacity, which makes segmentation of the lung from chest X-rays more difficult. In this study, I propose a methodology to improve the performance of the U-NET structure so that it is able to extract the features and spatial characteristics of the X-ray images of the chest region.

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.

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.

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

Unet-based semantic segmentation for pet images in TensorFlow using the Oxford-IIIT Pet Dataset.

Image segmentation using U-Net in tensorflow

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

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

TensorFlow Lite segmentation on a Jetson Nano at 11 FPS

Image Segmentation using UNET

Tensorflow based framework for 3D-Unet with Knowledge Distillation

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

Deep Learning Based Cell Segmentation

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