David Tian's repositories
CapsNet
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
Capsule-Networks-Notebook-MNIST
Easy to understand Pytorch implementation of Capsule Networks in Jupyter notebook.
mac-setup
Installing Development environment on Mac OS X
Menotexport
Python solution to export annotations from your Mendeley library.
tips
Most commonly used git tips and tricks.
CaImAn
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
tutorials
CellProfiler tutorial pipelines and images
knip-python-extensions
KNIME Image Processing Python Bindings
python-packaging
Tutorial on how to structure Python packages
python-workshop-image-processing
Using Python for image processing and analysis
system
script, research, tutorial, simple doc, funny...
dippindots
Dotfiles of the future!
jupyter2slides
Cloud Native Presentation Slides with Jupyter Notebook + Reveal.js
dwtviz
Visualize the discrete wavelet transform of a signal.
models
Models built with TensorFlow
blockchain-demo
A web-based demonstration of blockchain concepts.
KaggleGit
testing of local vs remote linkage
HeartSeg
code of DenseVoxNet and 3D-DSN
chainer-caption
image caption generation using chainer!
KaggleTesting
KaggleTesting
TFTutorials
Contains code for understanding TensorFlow workflow and basics
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
show-attend-and-tell
TensorFlow Implementation of "Show, Attend and Tell"
video-intelligence-demo
Video Intelligence API keynote demo from Google Next 2017
awesome-gif
:sunglasses: A curated list of awesome GIF resources
cvloop
cvloop allows online video transformation and evaluation with OpenCV. Designed for jupyter notebooks.
pandas-munging
Short talk on basic data munging with Python and Pandas
imgpy
Image processing library for Python with animated GIFs support
CarND-Vehicle-Detection
Vehicle detection using YOLO in Keras runs at 21FPS
DeepFISH
This repository provides cytogenetics related datasets to investigate the semantic segmentation