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2017-slides

Slides and talk assets from PyCon 2017

2017summer_duke

Deep learning based semantic segmentation on satellite images

aiclub

applied-dl-2018

Tel-Aviv Deep Learning Boot-camp: 12 Applied Deep Learning Labs

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-semantic-segmentation

awesome-semantic-segmentation

beast-mcmc

Bayesian Evolutionary Analysis Sampling Trees

breedr

Statistical methods for forest genetic resources analysts

buildingdetectors

Winning building footprint detector implementations from the SpaceNet challenges.

caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

copernicus-marine-notebook-gallery

A gallery of mainly Jupyter Notebooks but also more, dedicated to Copernicus Marine Service (CMEMS).

data-science-capstone

Data Science Capstone Final Project

data-science-from-scratch

code for Data Science From Scratch book

data-science-tools-

datasciencecoursera

Coursera DataScience Course repo

deep-unet-for-satellite-image-segmentation

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

deepnetsforeo

Deep networks for Earth Observation

deepsatellitedata

List of labelled remote sensing datasets for use in deep learning.

detectron

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

fast-rcnn

Fast R-CNN

fcn-for-semantic-segmentation

Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing

fcn.tensorflow

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

fcnn-example

This is a fully convolutional neural net exercise to detect houses from aerial images.

freeml

Data Science Resources (Mostly Free)

geostatsmodels

This is a collection of geostatistical scripts written in Python

handong1587.github.io

hexmapr

Turning geospatial polygons into regular or hexagonal grids

hyperspectral

Deep Learning for Land-cover Classification in Hyperspectral Images.

kaggle-satellite-imagery-feature-detection

DSTL Satellite Imagery Feature Detection Competition (68 out of 419)

learn-amazon-sagemaker

Learn Amazon SageMaker