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Gumball's Projects

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

leetcode icon leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

lightnet icon lightnet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

mods_evaluation icon mods_evaluation

Marine Obstacle Detection Benchmark - Evaluation and Visualization Scripts

netron icon netron

Visualizer for deep learning and machine learning models

niftynet icon niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

opencv3-intro-book-src icon opencv3-intro-book-src

:blue_book:《OpenCV3编程入门》书本配套源码 |《Introduction to OpenCV3 Programming》Book Source Code

psa icon psa

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018

pulmonary-nodules-segmentation icon pulmonary-nodules-segmentation

Tianchi medical AI competition [Season 1]: Lung nodules image segmentation of U-Net. U-Net训练基于卷积神经网络的肺结节分割器

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-project-template icon pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

pytorch-unet-1 icon pytorch-unet-1

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

segmentation icon segmentation

In this project, various image segmentation method on medical image is provided and tested.

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