sixitingting

Adversarial-Autoencoder

An adversarial autoencoder implementation in pytorch

f-AnoGAN

Code for reproducing f-AnoGAN training and anomaly scoring

Ganomaly-pytorch

关于杜伦大学的GANomaly的代码

pytorch-lr-finder

A learning rate range test implementation in PyTorch

Unsupervised-Lesion-Detection-via-Image-Restoration-with-a-Normative-Prior

Implementation Code for Unsupervised Lesion Detection via Image Restoration with a Normative Prior

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

Automated-Cardiac-Segmentation-and-Disease-Diagnosis

Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers

grad-cam-pytorch

PyTorch implementation of Grad-CAM

Abnormal_Event_Detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

torchstat

Model analyzer in PyTorch

MeshProcessing

Convert binary map to mesh. The binary map is in nifti format and the mesh is in stl file type.

AdversarialNetsPapers

The classical paper list with code about generative adversarial nets

GAN-Tutorial

Very Simple Implementation of GAN, DCGAN, CGAN, WGAN, infoGAN and etc. with pyTorch for only MNIST.

torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

PyTorchMedicalAI

This is the hands-on deep learning tutorial series for the 2018/2019 Medical AI course by DeepOncology AI.

brainTumorRetrieval

pytorch-3d-point-cloud-generation

Pytorch code to construct a 3D point cloud model from single RGB image.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

squeeze_and_excitation

PyTorch Implementation of 'squeeze and excitation' blocks for Fully Convolutional Neural Networks

AnomalyDetectionTransformations

A simple and effective method for single-class classification of images

AdvBox

AdvBox是一款由百度安全实验室研发，在百度大范围使用的AI模型安全工具箱，目前原生支持PaddlePaddle、PyTorch、Caffe2、MxNet、Keras以及TensorFlow平台，方便广大开发者和安全工程师可以使用自己熟悉的框架。 AdvBox同时支持GraphPipe,屏蔽了底层使用的深度学习平台，用户可以通过几个命令就可以对PaddlePaddle、PyTorch、Caffe2、MxNet、CNTK、ScikitLearn以及TensorFlow平台生成的模型文件进行黑盒攻击。

Anomaly-XRay-GANs

Anomaly detection on X-Ray MURA dataset using GAN.

Deep-Learning-Boot-Camp

A community run, 5-day PyTorch Deep Learning Bootcamp

brain_tumor_grading

Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment

senet.pytorch

PyTorch implementation of SENet

Deep_Learning_Kaliy

My deep learning projects with fast.ai library.

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

cifar10-tensorflow

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

Facial-Similarity-with-Siamese-Networks-in-Pytorch

Implementing Siamese networks with a contrastive loss for similarity learning