chenyc15

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Menlo Park, CA

chenyc15.github.io

Yicheng Chen's starred repositories

batchgenerators

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

Language:Jupyter NotebookApache-2.0108500

CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Language:PythonGPL-3.0124200

snorkel

A system for quickly generating training data with weak supervision

Language:PythonApache-2.0578900

kits19

The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge

Language:PythonNOASSERTION43000

autokeras

AutoML library for deep learning

Language:PythonApache-2.0912300

delira

Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

Language:PythonAGPL-3.022000

torchgan

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

Language:PythonMIT139700

nlp_course

YSDA course in Natural Language Processing

Language:Jupyter NotebookMIT973200

pix2pix

Image-to-image translation with conditional adversarial nets

Language:LuaNOASSERTION1010900

ThinkBayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

Language:Jupyter NotebookMIT180100

fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images.

Language:PythonMIT131400

vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

Language:PythonNOASSERTION858200

graph_nets

Build Graph Nets in Tensorflow

Language:PythonApache-2.0534800

DeOldify

A Deep Learning based project for colorizing and restoring old images (and video!)

Language:PythonMIT1796600

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

CMB_labeler

A user-guided tool for semi-automated cerebral microbleed detection, labelling, and volume segmentation

MIT400

MRI-education-resources

Resources for learning the principles of magnetic resonance imaging (MRI)

Language:Jupyter NotebookMIT10400

medSynthesisV1

This is a copy of package for medical image synthesis work with LRes-ResUnet and GAN (wgan-gp) in pytorch framework

Language:PythonMIT18000

medSynthesis

medical image synthesis with GAN framework based on tensorflow (we also have a better version in pytorch: https://github.com/ginobilinie/medSynthesisV1)

Language:PythonMIT7200

deep_learning_object_detection

A paper list of object detection using deep learning.

Language:Python1129700

mmdetection

OpenMMLab Detection Toolbox and Benchmark

Language:PythonApache-2.02921000

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

Language:Jupyter NotebookApache-2.054400

DeepInterests

深度有趣

CheXNet-Keras

This project is a tool to build CheXNet-like models, written in Keras.

Language:PythonMIT29400

mean-teacher

A state-of-the-art semi-supervised method for image recognition

Language:PythonNOASSERTION158000

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

Language:PythonMIT714000

yolt

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

Language:CApache-2.066300

ssd_keras

A Keras port of Single Shot MultiBox Detector

Language:PythonApache-2.0185800

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

Language:PythonMIT310800

Learning-to-See-in-the-Dark

Learning to See in the Dark. CVPR 2018

Language:PythonMIT544100