/actinspacenz

Developing a solution for maritime monitoring using ConvNets on Sentinel 1 radar imagery.

Primary LanguageJupyter Notebook

Act In Space NZ 2018

Developing a solution for maritime monitoring using Artificial Intelligence on Earth Observation data.

Boats detected from Sentinel 1 radar imagery

Left: Sentinel 1 radar imagery, Center: ConvNet detected ships, Right: Groundtruth labels of ships

Getting started

Quickstart

Launch Binder (Interactive jupyter notebook in the cloud). Data will be loaded via Quilt. Cheers to data2binder!

Binder

Installation

Start by cloning this repo-url

git clone <repo-url>
cd nz_space_challenge
conda env create -f environment.yml

Running the jupyter lab/notebook session

source activate actinspacenz
python -m ipykernel install --user --name actinspacenz  #to install conda env properly
jupyter kernelspec list --json  #see if kernel is installed
jupyter lab