668 Open source projects that are alternatives of or similar to pixel-decoder

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

Urban building extraction in Daejeon region using Modified Residual U-Net (Modified ResUnet) and applying post-processing.

BCDU-Net : Medical Image Segmentation

Paper and implementation of UNet-related model.

Satellite Imagery Feature Detection (68 out of 419)

Road Detection from satellite images using U-Net.

Tensorflow implementation : U-net and FCN with global convolution

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Brainy is a virtual MRI analyzer. Just upload the MRI scan file and get 3 different classes of tumors detected and segmented. In Beta.

Open solution to the Data Science Bowl 2018

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

Evaluation framework for testing segmentation networks in Keras

Experiments with satellite image data

Open solution to the Mapping Challenge 🌎

PyTorch Implementation for Segmentation and Saliency Prediction

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Patch-based 3D U-Net for brain tumor segmentation

3D Unet Equipped with Advanced Deep Learning Methods

A concise code for training and evaluating Unet using tensorflow+keras

keras implementation of unet plus plus

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

No description or website provided.

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

unet for image segmentation

3D Unet biomedical segmentation model powered by tensorpack with fast io speed

《深度学习与计算机视觉》配套代码

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Segmentation models with pretrained backbones. PyTorch.

Smart India Hackathon 2019 project given by the Department of Atomic Energy

Urban change model designed to identify changes across 2 timestamps

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Lung fields segmentation on CXR images using convolutional neural networks.

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Tunable U-Net implementation in PyTorch

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

Segment Deep Gray Matter on QSM images using 3D CNN

MERlin is an extensible analysis pipeline applied to decoding MERFISH data

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

地理编码技术，提供地址标准化和相似度计算。

Deep Neural Network Ensembles for Extreme Classification

Handbrake GUI with Web browser and VNC access. Supports NVENC encoding

R-GBD Person Tracking is a ROS framework for detecting and tracking people from a mobile robot.

This repo is used to organize and collaborate in sprints for code projects, hackathons, STAC and metadata specs development

A segmentation engine for Django user models

Cut and paste augmentation for object detection and instance segmentation

SASHIMI segmentation is a Matlab App for semi-automatic interactive segmentation of multi-slice images.

Medical Image Segmentation Toolkit based on PaddlePaddle - 基于paddle的医学影像分割框架

Variants of Vision Transformer and its downstream tasks

Port of PragmaticSegmenter for sentence boundary detection

🍞 基于深度学习方法的图像分割（含语义分割、实例分割、全景分割）。

Software package for neuron reconstruction and visualization

Example of semantic segmentation in Keras

Some matlab code of Active Contour Model for image segmentation

Earth Observation Data Access Gateway

Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training