{"id":13785480,"url":"https://github.com/SpaceNetChallenge/SpaceNet7_Multi-Temporal_Solutions","last_synced_at":"2025-05-11T21:30:39.595Z","repository":{"id":95485687,"uuid":"334029595","full_name":"SpaceNetChallenge/SpaceNet7_Multi-Temporal_Solutions","owner":"SpaceNetChallenge","description":null,"archived":false,"fork":false,"pushed_at":"2021-01-29T15:54:36.000Z","size":10836,"stargazers_count":54,"open_issues_count":2,"forks_count":22,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-11-17T21:39:23.761Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SpaceNetChallenge.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,"governance":null,"roadmap":null,"authors":null}},"created_at":"2021-01-29T03:43:37.000Z","updated_at":"2024-11-11T23:06:29.000Z","dependencies_parsed_at":"2023-03-13T16:49:13.994Z","dependency_job_id":null,"html_url":"https://github.com/SpaceNetChallenge/SpaceNet7_Multi-Temporal_Solutions","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/SpaceNetChallenge%2FSpaceNet7_Multi-Temporal_Solutions","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SpaceNetChallenge%2FSpaceNet7_Multi-Temporal_Solutions/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SpaceNetChallenge%2FSpaceNet7_Multi-Temporal_Solutions/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SpaceNetChallenge%2FSpaceNet7_Multi-Temporal_Solutions/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SpaceNetChallenge","download_url":"https://codeload.github.com/SpaceNetChallenge/SpaceNet7_Multi-Temporal_Solutions/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253638731,"owners_count":21940414,"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":"2024-08-03T19:01:00.930Z","updated_at":"2025-05-11T21:30:34.570Z","avatar_url":"https://github.com/SpaceNetChallenge.png","language":"Python","funding_links":[],"categories":["Hyperspectral"],"sub_categories":["Deep Learning"],"readme":"\u003cp align=\"center\"\u003e\n\u003ca href=\"https://spacenet.ai\"\u003e\u003cimg src=\"_figs/sn_logo.png\" width=\"350\" alt=\"SpaceNet LLC\"\u003e\u003c/a\u003e\n\u003c/p\u003e\n\u003ch1 align=\"center\"\u003eThe SpaceNet 7 Multi-temporal Urban Development Challenge \u003c/h1\u003e\n\u003ch2 align=\"center\"\u003eWinning Solutions\u003c/h2\u003e\n\u003cbr\u003e\n\n## Summary\n\nThe five subdirectories in this repository comprise the code for the winning solutions of SpaceNet 7 hosted by TopCoder. Each subdirectory contains the competitors' written descriptions of their solution to the challenge. See the blog post on CosmiQ Works' blog [The DownlinQ](?) for an additional summary.  Baseline code can be found [here](https://github.com/CosmiQ/CosmiQ_SN7_Baseline).\n\nData is hosted on aws at:\n```\n\ts3://spacenet-dataset/spacenet/SN7_buildings/\n```\n\nWinning model weights are hosted at:\n```\n\ts3://spacenet-dataset/spacenet-model-weights/spacenet-7/\n```\n\nThe winning solutions all use Docker, and assume SpaceNet 7 data is mounted in the `/data/` directory.  \n\nPerformance of the algorithms on the SpaceNet 7 final test set is shown below:\n\n![alt text](_figs/table1.png)\n\n![alt text](_figs/scot_rate_plot.png)\n\n---------\n\nQuestions about SpaceNet? Check out our website at [https://spacenet.ai](https://spacenet.ai).\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSpaceNetChallenge%2FSpaceNet7_Multi-Temporal_Solutions","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FSpaceNetChallenge%2FSpaceNet7_Multi-Temporal_Solutions","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSpaceNetChallenge%2FSpaceNet7_Multi-Temporal_Solutions/lists"}