3D medical imaging reconstruction software

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[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on d…

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In-depth tutorials for implementing deep learning models on your own with PyTorch.

PyTorch Tutorial for Deep Learning Researchers

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 rela…

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

Natural Language Processing Tutorial for Deep Learning Researchers

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

数据科学的笔记以及资料搜集

A simplified implemention of Faster R-CNN that replicate performance from origin paper

深度学习论文翻译，包括分类论文，检测论文等

这里主要存放做过的深度学习的一些实战项目

图像中文描述+视觉注意力

【干货】史上最全的PyTorch学习资源汇总

Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)

S2VT pytorch implementation