{"id":15937264,"url":"https://github.com/weiji14/actinspacenz","last_synced_at":"2025-04-03T19:44:20.419Z","repository":{"id":96183119,"uuid":"134659798","full_name":"weiji14/actinspacenz","owner":"weiji14","description":"Developing a solution for maritime monitoring using ConvNets on Sentinel 1 radar imagery.","archived":false,"fork":false,"pushed_at":"2021-04-03T05:01:49.000Z","size":1629,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-09T08:17:14.122Z","etag":null,"topics":["binder","deep-learning","jupyter-notebook","quilt","radar","satellite","sentinel-1","supervised-machine-learning","u-net"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/weiji14.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2018-05-24T04:11:26.000Z","updated_at":"2024-06-04T14:12:16.000Z","dependencies_parsed_at":null,"dependency_job_id":"6f03dc25-2454-4a42-8ce3-768fc3af0075","html_url":"https://github.com/weiji14/actinspacenz","commit_stats":{"total_commits":11,"total_committers":1,"mean_commits":11.0,"dds":0.0,"last_synced_commit":"5ef24a598f32e6e3945508c8616011112783c06a"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/weiji14%2Factinspacenz","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/weiji14%2Factinspacenz/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/weiji14%2Factinspacenz/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/weiji14%2Factinspacenz/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/weiji14","download_url":"https://codeload.github.com/weiji14/actinspacenz/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247070782,"owners_count":20878581,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["binder","deep-learning","jupyter-notebook","quilt","radar","satellite","sentinel-1","supervised-machine-learning","u-net"],"created_at":"2024-10-07T05:01:58.360Z","updated_at":"2025-04-03T19:44:20.398Z","avatar_url":"https://github.com/weiji14.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# [Act In Space NZ 2018](https://actinspace.org)\n\nDeveloping a solution for maritime monitoring\nusing Artificial Intelligence on Earth Observation data.\n\n![Boats detected from Sentinel 1 radar imagery](https://user-images.githubusercontent.com/23487320/113465691-ac319a00-9492-11eb-8114-90a122642b97.png)\n\nLeft: Sentinel 1 radar imagery, Center: ConvNet detected ships, Right: Groundtruth labels of ships\n\n# Getting started\n\n## Quickstart\n\nLaunch Binder (Interactive jupyter notebook in the cloud).\nData will be loaded via [Quilt](https://github.com/quiltdata/quilt). Cheers to [data2binder](https://github.com/quiltdata/data2binder)!\n\n[![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/weiji14/actinspacenz/master)\n\n## Installation\n\nStart by cloning this [repo-url](/../../)\n\n    git clone \u003crepo-url\u003e\n    cd nz_space_challenge\n    conda env create -f environment.yml\n\n## Running the jupyter lab/notebook session\n\n    source activate actinspacenz\n    python -m ipykernel install --user --name actinspacenz  #to install conda env properly\n    jupyter kernelspec list --json  #see if kernel is installed\n    jupyter lab\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fweiji14%2Factinspacenz","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fweiji14%2Factinspacenz","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fweiji14%2Factinspacenz/lists"}