{"id":19307399,"url":"https://github.com/artefactory/medium_satellite_imagery","last_synced_at":"2025-04-22T12:36:39.004Z","repository":{"id":43887558,"uuid":"363967522","full_name":"artefactory/medium_satellite_imagery","owner":"artefactory","description":null,"archived":false,"fork":false,"pushed_at":"2022-02-14T10:08:36.000Z","size":732,"stargazers_count":12,"open_issues_count":0,"forks_count":5,"subscribers_count":4,"default_branch":"master","last_synced_at":"2024-03-15T22:56:08.617Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/artefactory.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-05-03T15:01:39.000Z","updated_at":"2023-03-21T04:32:52.000Z","dependencies_parsed_at":"2022-08-25T11:32:11.616Z","dependency_job_id":null,"html_url":"https://github.com/artefactory/medium_satellite_imagery","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Fmedium_satellite_imagery","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Fmedium_satellite_imagery/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Fmedium_satellite_imagery/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Fmedium_satellite_imagery/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/artefactory","download_url":"https://codeload.github.com/artefactory/medium_satellite_imagery/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223896951,"owners_count":17221475,"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":[],"created_at":"2024-11-10T00:10:47.690Z","updated_at":"2024-11-10T00:10:48.560Z","avatar_url":"https://github.com/artefactory.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Medium Satellite Imagery \n\nThis repository is meant to allow reproducibility of the steps provided in an [article on \npreprocessing satellite imagery for machine learning application](https://medium.com/artefact-engineering-and-data-science/leveraging-satellite-imagery-for-machine-learning-computer-vision-applications-d22143f72d94) \nshowcased in the [Artefact tech medium](https://medium.com/artefact-engineering-and-data-science)\n \n \nAll the code is included in `notebooks/preprocessing_satellite_imagery.ipynb`\n\nBefore running the notebook, do the following steps first:\n\n- run `pip install requirements.txt`\n- create a geojson file of the zone you want a satellite imagery of and save it in `data/target_zone.geojson`\n- create an account at [Coppernicus Open Access Hub](https://scihub.copernicus.eu/dhus/#/home). \nWrite the username and the password in a json file and save it in `secrets/sentinel_api_credentials.json`.\nFormat: `{\"username\": \"XXXX\", \"password\": \"XXXX\"}`\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fartefactory%2Fmedium_satellite_imagery","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fartefactory%2Fmedium_satellite_imagery","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fartefactory%2Fmedium_satellite_imagery/lists"}