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3d-brain-segmentation

This is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" published at MDPI Applied sciences journal - https://www.mdpi.com/2076-3417/9/3/404 .

3d-cgan

3D conditional GAN for medical image segmentation

3d-medical-segmentation-gan

3D Liver Segmentation with GAN

3d-mri-brain-tumor-segmentation-using-autoencoder-regularization

Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).

3d-ru-net

A SlidingWindow-Free Accurate and Fast 3D Medical Image Segmentation Framework

3d-unet-pytorch

An implementation of 3D U-Net CNN models for the task of voxel-wise semantic segmentation of 3D MR images for isolation of Low-Grade and High Grade Gliomas, the common types of brain tumour.

3dgnn_pytorch

3D Graph Neural Networks for RGBD Semantic Segmentation

3dmv

[ECCV'18] 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation

3dunet-tensorflow-brats18

3D Unet biomedical segmentation model powered by tensorpack with fast io speed

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

a-week-to-develop-android-app-plan

一周开发Android App计划

activation-functions-search

affinity-loss

Unofficial implementation of "Max-margin Class Imbalanced Learning with Gaussian Affinity"

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

algorithms_engineer_interview

计算机视觉算法工程师实习生面试总结（微软、阿里、商汤、海康、华为、平安offer）

android2

《Android Studio开发实战：从零基础到App上线》随书源码（全面添加注释版）

ants

Advanced Normalization Tools (ANTs)

antspy

Advanced Normalization Tools in Python

atlas

A space to log issues, updates, and software related to the ATLAS (Anatomical Tracings of Lesions After Stroke) database.

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

autofocus-layer

Autofocus Layer for Semantic Segmentation

awesome-ai-algorithm

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

awesome-image-classification

A curated list of deep learning image classification papers and codes

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-python-applications

💿 Free software that works great, and also happens to be open-source Python.

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

basnet

Code for CVPR 2019 paper. BASNet: Boundary-Aware Salient Object Detection

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

bcdu-net

BCDU-Net : Medical Image Segmentation

blockstore