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The Top 23 Deep Neural Networks Semantic Segmentation Open Source Projects

Open source projects categorized as Deep Neural Networks Semantic Segmentation
Categories > Machine Learning > Deep Neural Networks
Categories > Machine Learning > Semantic Segmentation
Medicaldetectiontoolkit ⭐ 1,249
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
most recent commit 3 months ago
Tusimple Duc ⭐ 575
Understanding Convolution for Semantic Segmentation
most recent commit 2 years ago
Refinenet ⭐ 500
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation
most recent commit 5 years ago
Cascaded Fcn ⭐ 283
Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"
most recent commit 6 years ago
Kiu Net Pytorch ⭐ 245
Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI
most recent commit 2 years ago
Esanet ⭐ 206
ESANet: Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis
most recent commit 6 months ago
Keras Unet ⭐ 194
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
total releases 7most recent commit 3 years ago
Fully Convolutional Point Network ⭐ 73
Fully-Convolutional Point Networks for Large-Scale Point Clouds
most recent commit 5 years ago
3d Semantic Segmentation ⭐ 69
This work is based on our paper Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds, which is appeared at the IEEE International Conference on Computer Vision (ICCV) 2017, 3DRMS Workshop.
most recent commit 6 years ago
Texturenet ⭐ 68
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes
most recent commit 5 years ago
How To Train Your Neural Net ⭐ 55
Deep learning research implemented on notebooks using PyTorch.
most recent commit 2 years ago
Pointnet2_semantic ⭐ 55
A pointnet++ fork, with focus on semantic segmentation of differents datasets
most recent commit 6 years ago
Emsanet ⭐ 42
EMSANet: Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments
most recent commit 6 months ago
Crfasrnn_pytorch ⭐ 41
CRF-RNN PyTorch version http://crfasrnn.torr.vision
most recent commit 4 years ago
Pytorch Unet ⭐ 29
2D and 3D UNet implementation in PyTorch.
most recent commit 4 years ago
Transdeeplab ⭐ 23
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation
most recent commit a year ago
Erfnet Pytorch ⭐ 21
A PyTorch implementation for ERFNet on Pascal VOC data.
most recent commit 6 years ago
Wasr_network ⭐ 19
WaSR Segmentation Network for Unmanned Surface Vehicles v0.5
most recent commit 3 years ago
Deepnet For Semantic Labeling Photogrammetry ⭐ 19
2D semantic segmentation that assigns labels to multiple object categories on Potsdam dataset 🚀
most recent commit 2 years ago
Transparent Object Segmentation ⭐ 16
💎 Transparent objects such as windows and bottles made by glass widely exist in the real world. Segmenting transparent objects is challenging because these objects have diverse appearance inherited from the image background, making them had similar appearance with their surroundings.
most recent commit 3 years ago
Carnd Semantic Segmentation P2 ⭐ 13
Udacity Self-Driving Car Nanodegree - Semantic Segmentation Project
most recent commit 5 years ago
Ldu ⭐ 13
Latent Discriminant deterministic Uncertainty [ECCV2022]
most recent commit 2 years ago
Semantic Segmentation Of Landcover.ai Dataset ⭐ 13
An implementation of Deeplabv3plus in TensorFlow2 for semantic land cover segmentation
most recent commit 6 months ago
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