432 Open source projects that are alternatives of or similar to Segsort

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

Generic U-Net Tensorflow 2 implementation for semantic segmentation

DoubleU-Net for Semantic Image Segmentation in TensorFlow Keras

Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation

CRF-RNN PyTorch version http://crfasrnn.torr.vision

An open source framework for deep learning on satellite and aerial imagery.

PyTorch for Semantic Segmentation

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

PSPNet in Chainer

This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2020.

Deep learning applied to georeferenced datasets

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation

lightweight and efficient cnn for semantic segmentation, my blog address:

Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images

Tensorflow implementation : U-net and FCN with global convolution

This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.

Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19

Implementation of RefineNet to perform real time instance segmentation in the browser using TensorFlow.js

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Tools to Design or Visualize Architecture of Neural Network

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

CNNs for semantic segmentation using Keras library

Open source person re-identification library in python

[NeurIPS 2020] Code release for paper "Deep Multimodal Fusion by Channel Exchanging" (In PyTorch)

📚 A collection of papers about Referring Image Segmentation.

An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation (BMVC2019)

End-to-end image segmentation kit based on PaddlePaddle.

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)

FrostNet: Towards Quantization-Aware Network Architecture Search

Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”

train test labels for sunrgbd

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images

A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

DeepLab-ResNet rebuilt in TensorFlow

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

segmentation repo using pytorch

RefineNet-101 VOC in PyTorch

The deep semantic segmentation network for lane segmentation.

ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.

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.

FPConv: Learning Local Flattening for Point Convolution, CVPR 2020

Semantic segmentation on iPhone using ESPNetv2

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade

Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019

A simpler way of reading and augmenting image segmentation data into TensorFlow

a tensorflow implement of refinenet ,RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

Deep Learning sample programs using PyTorch in C++