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fully-convolutional-networks

Semantic Segmentation Architectures Implemented in PyTorch

Python
3413
2 年前

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

Jupyter Notebook
857
1 年前

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Python
715
7 年前

PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks

Python
322
5 年前

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

Jupyter Notebook
305
7 年前

U-Time: A Fully Convolutional Network for Time Series Segmentation

Python
274
4 个月前

A Single Shot MultiBox Detector in TensorFlow

Python
170
6 年前

Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.

Python
124
6 年前

Semantically segment the road in the given image.

Python
110
4 年前

Convolutional Neural Networks for Cardiac Segmentation

Python
110
8 年前