yao-zhao

speckle-spectrometer

using CNN for spectrum reconstruction using all fiber spectromter

EDGAN

EDGAN: StackGAN with Embedding Distance Training

kaggle-ultrasound-nerve-segmentation

kaggle ultrasound segmentation, classification net + segmentation net

3DMembraneReconstruction

The is a package to reconstruct 3D membrane fluorescent/brightfield microscope images/movies.

caffe

Caffe: a fast open framework for deep learning. (1. With add-Ons including YOLO, cyclic operations, ladder net, gaussian prob loss, segnet, etc. 2. high-level python wrappers to build net and visualize net. 3. window support)

CellNuclei-Mechanics

codes for the nuclear mechanics paper published in Nature Communication

CodeName

practice java code for CodeName game

cyclic-operations-caffe-examples

cyclic operation caffe implementation examples

FocusNet

deploy trained neural nets onto microscope for autofocusing

kaggle_fist_NDSB

practice codes svm with hand crafted feature extractors for kaggle competition: first national data science bowl

NipsAdversarial

submissions for nips competition

NIR-spectrometer

Free 3D model and script for NIR spectrometer application

PSM

practice code for ios microsoft band

retrievalgen

retrieval generation pipeline

SRMicroscope

code for controlling data acquisition for the microscope

udacity-steering-prediction

self driving car prediction of steering wheel using real driving data, Udacity challenge 2

yao-zhao.github.io