geoyi Goto Github PK

deeposm

Train a deep learning net with OpenStreetMap features and satellite imagery.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dl_landscapes_paper

Buscombe & Ritchie (2018) Landscape Classification with Deep Neural Networks. Geosciences 2018, 8(7), 244

elects

eo-flow

eo-learn

Earth observation processing framework for machine learning in Python

every-programmer-should-know

A collection of (mostly) technical things every software developer should know

fastmaskrcnn

Mask RCNN in TensorFlow

fc

Fractional Cover

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

flask_demo

flask_quandl_stocks_plot

Zhuangfang's Stock APP address

foss_4g_pixel_decoder

gbdxtools

Simple Python SDK for using GBDX.

geoext

geojson-vt

Slice GeoJSON into vector tiles on the fly in the browser

geonotebook

A Jupyter notebook extension for geospatial visualization and analysis

geoyi.github.io

Zhuang-Fang NaNa Yi's profile and work

geoyi_dockers

global-gdp-interactive-map-using-js

This is an interactive map written in HTML, CSS and JavaScript, using Leaflet. JavaScript library. I've also recorded a video to explain how I did it, please see the video over here: https://www.youtube.com/watch?v=dJeNLS4riTo. and you could go to my blog site: geoyi.org for more other reading as well.

gluon-tutorials-zh

通过MXNet/Gluon来动手学习深度学习

housing-insights

Bringing open data to affordable housing decision makers in Washington DC. A D3/Javascript based website to visualize data related to affordable housing in Washington DC. Data processing with Python.

housing_trees_ml

images-to-osm

Use TensorFlow, Bing, and OSM to find features in satellite images for fun.

imreg_dft

Image registration using discrete Fourier transform.

kaggle-satellite-imagery-feature-detection

9th place solution in "Dstl Satellite Imagery Feature Detection"

kaggle_distracted_driver

Solutions

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-extras

Extra batteries for Keras