🚗 | UNet implementation using PyTorch | CARVANA Dataset | Car Segmentation

This repository contains a PyTorch implementation of a U-Net model for segmenting water areas (flood and permananet water) in Sentinel-1 satellite images.

Segment flood area from aerial RGB images

Automatic information extraction from identity card with ocr

Segmentation models with pretrained backbones. PyTorch.

Highway lane segmentation Dataset

U-Net implementation in PyTorch for segmentation of bio-images

🚧 | Road crack segmentation using PyTorch

Репозиторий для обучения нейросетевых моделей по семантической сегментации + пример использования моделей на практике

3D U-Net model for volumetric semantic segmentation written in pytorch

This repository contains the material from the paper "Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation"

A VGG16 backed U-Net model that generates binary masks out of high resolution whole slide images for histopathologists.

TransRUPNet for Improved Out-of-Distribution Generalization in Polyp Segmentation (IEEE EMBC)

PyTorch Lightning implementation of Disney's face re-aging network (FRAN) paper.

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

A BaseLine U-Net Model to Detect Manipulation

Lung tumor segmentation with the UNet model.

a tool for detecting tables in image and analysing complex header

Official implementation of Deciphering pixel insights: A deep dive into deep learning strategies for enhanced indoor depth estimation

Qualitative & quantitative performance evaluation of traditional image processing and CNN based automatic methods on Pool Boiling IR images of MIT’s Nuclear Reactor Lab by measuring important boiling heat transfer parameters statistically. Work performed in 2019 as part of BSc. Thesis.