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The Top 23 Python Image Segmentation Open Source Projects

Open source projects categorized as Python Image Segmentation
Categories > Machine Learning > Image Segmentation
Resunetplusplus With Crf And Tta ⭐ 106
Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
most recent commit 6 months ago
Iris ⭐ 105
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
most recent commit 5 months ago
Fc Densenet Tensorflow ⭐ 103
Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.
most recent commit 5 years ago
Wavecnet ⭐ 103
the code for WaveCNet
most recent commit 5 months ago
People_segmentation ⭐ 97
Code for the model to segment people at the image
total releases 4most recent commit a year ago
Fast Slic ⭐ 96
20x Real-time superpixel SLIC Implementation with CPU
most recent commit 3 years ago
Mri Tumor Segmentation Brats ⭐ 92
MRI medical image segmentation
most recent commit 5 years ago
Domain_specific_cl ⭐ 89
Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"
most recent commit 3 years ago
Tf Segnet ⭐ 88
SegNet-like network implemented in TensorFlow to use for segmenting aerial images
most recent commit 6 years ago
Deeplab V3 Plus Cityscapes ⭐ 87
mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).
most recent commit 4 years ago
Biapy ⭐ 85
Open source Python library for building bioimage analysis pipelines
most recent commit 3 months ago
Torchflare ⭐ 83
TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.
total releases 6most recent commit 4 months ago
Cnnbasedmedicalsegmentation ⭐ 83
Code for reproducing the results of our paper on CNN-based medical image segmentation
most recent commit 7 years ago
Vnet3d ⭐ 81
Prostate MR Image Segmentation 2012
most recent commit 3 years ago
Image Segmentation Fcn ⭐ 81
Semantic Image Segmentation using a Fully Convolutional Neural Network in TensorFlow
most recent commit 7 years ago
Fully Connected Densenets Semantic Segmentation ⭐ 80
Fully Connected DenseNet for Image Segmentation (https://arxiv.org/pdf/1611.09326v1.pdf)
most recent commit 7 years ago
Hdfnet ⭐ 79
(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection
most recent commit 7 months ago
Tta_wrapper ⭐ 78
Test Time image Augmentation (TTA) wrapper for Keras model.
most recent commit 5 years ago
Machinevision Toolbox Python ⭐ 76
Machine vision toolbox for Python
dependent packages 1total releases 12most recent commit a year agopypi machinevision-toolbox-python} Downloads
Level Set ⭐ 73
Level Set algorithm for python
most recent commit 4 years ago
Shape Attentive Unet ⭐ 72
Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf
most recent commit 3 years ago
Unsupervised Segmentation ⭐ 67
A high performance impermentation of Unsupervised Image Segmentation by Backpropagation - Asako Kanezaki
most recent commit 5 years ago
Agnet ⭐ 66
The code of "Attention Guided Network for Retinal Image Segmentation" in MICCAI 2019
most recent commit 4 years ago
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