MLearing/Keras-Deeplab-v3-plus

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Python
License
MIT License
Created over 5 years ago
Updated over 5 years ago

MLearing/Keras-Deeplab-v3-plus

MLearing

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deeplab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Keras-Brats-Improved-Unet3d

3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation

Pytorch-DeepLab-v3-plus

deeplab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Pytorch-TuSample-DUC

Understanding Convolution for Semantic Segmentation, web: 1. https://zhuanlan.zhihu.com/p/26659914 2. https://blog.csdn.net/u011974639/article/details/79460893

Keras-Unet

U-Net: Convolutional Networks for Biomedical Image Segmentation

Keras-RCNN

Rich feature hierarchies for accurate object detection and semantic segmentation

Tensorflow-Deeplab-v3

deeplab v3: Rethinking Atrous Convolution for Semantic Image Segmentation

Keras-DropBlock

DropBlock:A regularization method for convolutional networks

ANTs-1.9.x-Linux

Nipype-N4BiasFieldCorrection-Bin, The files has made in bin

Caffe-CascadeCNN

Implementation based on the paper Li et al., “A Convolutional Neural Network Cascade for Face Detection, ” 2015 CVPR

Keras-Faster-RCNN

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Tensorflow-PyramidBox

PyramidBox: A Context-assisted Single Shot Face Detector

Tensorflow-Yolo-v1

You Only Look Once: Unified, Real-Time Object Detection

Tensorflow-MTCNN

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

Tensorflow-Gan-Mnist

Generative Adversarial Nets, web:https://blog.csdn.net/lxllzl/article/details/78494071 ,

Jupyter Notebook

Keras-Focal-Loss

Focal Loss for Dense Object Detection

Cardiac-MRI-Segmentation

https://www.sohu.com/a/193020221_798050

Jupyter Notebook

C-Pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials. 《Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs》

Keras-Contrib

Keras community contributions (eg:common normalization, crf ...... )

Keras-Yolo-v3

YOLOv3: An Incremental Improvement

Machine-Learning

Some simple machine learning algorithm

Keras-Switchable-Normalization

Differentiable Learning-to-Normalize via Switchable Normalization

Keras-Tensorflow-Deep-Learning

Detailed introduction to machine learning and deep learning

Jupyter Notebook

Tensorflow-SSD

Annotation is added to the main code of SSD target detection algorithm

Jupyter Notebook