449 Open source projects that are alternatives of or similar to Tf Unet

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

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

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

unet_keras use image Semantic segmentation

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

Gluon CV Toolkit

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Lip and hair color editor using face parsing maps.

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Official code for ResUNetplusplus for medical image segmentation (TensorFlow implementation) (IEEE ISM)

Using modified BiSeNet for face parsing in PyTorch

Semantic Segmentation Architectures Implemented in PyTorch

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

Open solution to the Mapping Challenge 🌎

Real-Time Semantic Segmentation in Mobile device

A list of popular deep learning models related to classification, segmentation and detection problems

STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)

🚘 Easiest Fully Convolutional Networks

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Reimplementation of DeepLabV3

Pytorch for Segmentation

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

Light-Weight RefineNet for Real-Time Semantic Segmentation

FC-DenseNet in PyTorch for Semantic Segmentation

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".

Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).

A new approach for the real time 3D semantic segmentation based on feature abstract and deep learning method

DeepLab-ResNet rebuilt in Pytorch

VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition (ICCV 2017)

semantic segmentation pytorch 语义分割

Powerful and efficient Computer Vision Annotation Tool (CVAT)

A light-weight, power efficient, and general purpose convolutional neural network

PyTorch Implementation for Segmentation and Saliency Prediction

Indoor segmentation for robot navigating, which is based on deeplab model in TensorFlow.

DeepLab resnet v2 model in pytorch

Implementation of Uformer, Attention-based Unet, in Pytorch

A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains (IJCV submission)

proof-of-concept program that detects rail-track with semantic segmentation for autonomous train system

Real-Time 3D Semantic Reconstruction from 2D data

This program detect and identify obstacle on railway. If program detect some obstacle that train must stop, program gives you warning sign. This program Also estimate riskiness of obstacle how it is negligible or not. We provide many models to you to detect railways and obstacles.

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

Volumetric Fusion of Multiple Semantic Labels and Masks

Pixel-wise segmentation on VOC2012 dataset using pytorch.

美发目标分割 + 染发展示

A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

CRF-RNN Keras/Tensorflow version

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

A pointnet++ fork, with focus on semantic segmentation of differents datasets

项目注释+论文复现+算法竞赛

Computer Vision and Machine Learning related projects of Udacity's Self-driving Car Nanodegree Program

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Understanding Convolution for Semantic Segmentation

unet for image segmentation

Implementation of our paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

PyTorch implementation of "Pyramid Scene Parsing Network".