segmentation-models

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qubvel / segmentation_models

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a small typo issue in binary segmentation (camvid) ipynb example

captainst commented Oct 15, 2019

In file binary segmentation (camvid).ipynb, block 5, there is:

# Lets look at data we have
dataset = Dataset(x_train_dir, y_train_dir, classes=['car', 'pedestrian'])
image, mask = dataset[5] # get some sample
visualize(
    image=image, 
    cars_mask=mask[..., 0].squeeze(),
    sky_mask=mask[..., 1].squeeze(),
    background_mask=mask[..., 2].squeeze(),
)

here, sky_mask

qubvel / segmentation_models.pytorch

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Segmentation models with pretrained backbones. PyTorch.

models image-processing pytorch neural-networks imagenet segmentation pretrained-models image-segmentation unet semantic-segmentation pspnet fpn unet-pytorch linknet segmentation-models

Updated Jun 19, 2020
Python

guanfuchen / semseg

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常用的语义分割架构结构综述以及代码复现

deep-learning pytorch enet fcn image-segmentation segnet semantic-segmentation gcn deeplab lrn shufflenet erfnet frrn drn label-refinement-network segmentation-networks segmentation-models bisenet future-semantic-segmentation

Updated Jul 13, 2019
Python

black0017 / MedicalZooPytorch

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

deep-learning pytorch medical-imaging segmentation densenet resnet unet medical-image-processing 3d-convolutional-network medical-image-segmentation unet-image-segmentation iseg brats2018 iseg-challenge segmentation-models mrbrains18 brats2019

Updated Jul 9, 2020
Python

koriavinash1 / DigitalHistoPath

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deep-learning uncertainty-quantification digital-pathology whole-slide-imaging paip camelyon16 histopathology segmentation-models camelyon17 camelyon digestpath

Updated Jun 19, 2020
Jupyter Notebook

FnSK4R17s / Testing-Mixed-Precision-Training-Using-Pytorch-Lightning-and-Segmentation-Models

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Testing Mixed Precision Training Using Pytorch Lightning and Segmentation Models

models image-processing pytorch neural-networks imagenet segmentation pretrained-models image-segmentation unet semantic-segmentation unet-pytorch unet-image-segmentation segmentation-models unet-segmentation image-processing-python

Updated May 16, 2020
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rishabh-16 / segmentation_models.pytorch

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Segmentation models with pretrained backbones. PyTorch.

image-processing segmentation segmentation-models bifpn

Updated Jan 10, 2020
Python

gtancev / V-Net

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Implementation of V-Net in TensorFlow for medical image segmentation.

tensorflow convolutional-neural-networks medical-image-analysis segmentation-models

Updated Nov 28, 2019
Python

WJsunny / TF2-Semantic-Segmentation

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Semantic segmentation

image-segmentation semantic-segmentation segmentation-models tensorflow2

Updated Jul 15, 2020
Python

fitushar / WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-Feature

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This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features", Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131408 (16 March 2020)

deep-learning multi-label-classification tfrecords 3d multi-resolution weakly-supervised-learning 3d-cnn segmentation-models tensorflow2 ct-imaging segmentation-features lung-disease feature-aggregation densevnet3d spie-cad weighted-loss weakly-supervised-classification multi-label-loss weight-binary-crossentrophy spie-cad-2020

Updated Jun 18, 2020
Python

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