项目作者: weiji14

项目描述 :
Developing a solution for maritime monitoring using ConvNets on Sentinel 1 radar imagery.
高级语言: Jupyter Notebook
项目地址: git://github.com/weiji14/actinspacenz.git
创建时间: 2018-05-24T04:11:26Z
项目社区:https://github.com/weiji14/actinspacenz

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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

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

Running the jupyter lab/notebook session

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