nick917's repositories

albumentations

fast image augmentation library and easy to use wrapper around other libraries

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awesome-rl

Reinforcement learning resources curated

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BackgroundMattingV2

Real-Time High-Resolution Background Matting

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batchgenerators

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

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CADLab

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

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coding-interview-university

A complete computer science study plan to become a software engineer.

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CVPR2020-HAttMatting

Attention-Guided Hierarchical Structure Aggregation for Image Matting(CVPR2020)

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dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

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DeepLung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

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eisen-core

Core functionality of Eisen

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elektronn3

A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data

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fq-book

📖《网络代理与VPN应用详解》 详细阐述代理、隧道、VPN运作过程,并对GFW策略如:地址端口封锁、服务器缓存投毒、数字验证攻击、SSL连接阻断做相关的原理说明

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GDCM

Grassroots DICOM read-only mirror. Only for Pull Request. Please report bug at http://sf.net/p/gdcm

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Illumination-based-Transformations-Skin-Lesion-Segmentation

This is the code corresponding to our CVPR ISIC 2020 paper.

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image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

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imgaug

Image augmentation for machine learning experiments.

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labelImg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

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lucid

A collection of infrastructure and tools for research in neural network interpretability.

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market-breadth

计算美股、A股市场宽度

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MedicalNet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

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pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

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SegLoss

A collection of loss functions for medical image segmentation

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SimpleElastix

Multi-lingual medical image registration library

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SimpleITK-Notebooks

Jupyter notebooks for learning how to use SimpleITK

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tf-explain

Interpretability Methods for tf.keras models with Tensorflow 2.0

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torchio

Medical image preprocessing and augmentation toolkit for deep learning. Part of the PyTorch Ecosystem.

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transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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vnet-tensorflow

Implementation of vnet in tensorflow for medical image segmentation

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voxelmorph

Unsupervised Learning for Image Registration

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weekly

科技爱好者周刊,每周五发布

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