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xin yang's Projects

3d-caffe icon 3d-caffe

3D Caffe library for 3D classification or segmentation problem.

3d-cgan icon 3d-cgan

3D conditional GAN for medical image segmentation

albumentations icon albumentations

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

attention-gated-networks icon attention-gated-networks

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

augmentor icon augmentor

Image augmentation library in Python for machine learning.

batchgenerators icon batchgenerators

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

capsnet-tensorflow icon capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

cycle-gan-tf icon cycle-gan-tf

Reimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more (from UC Berkeley)

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deepsimulator icon deepsimulator

The first deep learning based Nanopore simulator which can simulate the process of Nanopore sequencing.

densecrf icon densecrf

A lightweight MATLAB and Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

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