{"id":41705562,"url":"https://github.com/saraivaufc/land-use-classification-using-encoder-decoder-lstm","last_synced_at":"2026-01-24T21:30:35.995Z","repository":{"id":44760707,"uuid":"327564568","full_name":"saraivaufc/land-use-classification-using-encoder-decoder-lstm","owner":"saraivaufc","description":"Biweekly mapping of land use and land cover using MODIS time series (MOD13Q1) and LSTM Neural Networks. ","archived":false,"fork":false,"pushed_at":"2024-03-31T00:07:59.000Z","size":6535,"stargazers_count":5,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-03-31T01:22:25.043Z","etag":null,"topics":["land-cover","land-use","lstm","modis","neural-networks"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/saraivaufc.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":"2021-01-07T09:32:15.000Z","updated_at":"2024-03-31T00:08:02.000Z","dependencies_parsed_at":"2022-08-30T05:31:58.418Z","dependency_job_id":null,"html_url":"https://github.com/saraivaufc/land-use-classification-using-encoder-decoder-lstm","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/saraivaufc/land-use-classification-using-encoder-decoder-lstm","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saraivaufc%2Fland-use-classification-using-encoder-decoder-lstm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saraivaufc%2Fland-use-classification-using-encoder-decoder-lstm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saraivaufc%2Fland-use-classification-using-encoder-decoder-lstm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saraivaufc%2Fland-use-classification-using-encoder-decoder-lstm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/saraivaufc","download_url":"https://codeload.github.com/saraivaufc/land-use-classification-using-encoder-decoder-lstm/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saraivaufc%2Fland-use-classification-using-encoder-decoder-lstm/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28737280,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-24T21:19:41.845Z","status":"ssl_error","status_checked_at":"2026-01-24T21:13:38.675Z","response_time":89,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["land-cover","land-use","lstm","modis","neural-networks"],"created_at":"2026-01-24T21:30:34.973Z","updated_at":"2026-01-24T21:30:35.990Z","avatar_url":"https://github.com/saraivaufc.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"#### Land use classification using Encoder-Decoder LSTM\r\n![watershed-segmentation](./docs/predicted.gif)\r\n\r\nView on [![Kaggle link](./docs/kaggle.png)](https://www.kaggle.com/saraivaufc/land-use-classification-using-encoder-decoder-lstm)\r\n\r\n\r\n\u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc/4.0/\"\u003e\r\n    \u003cimg alt=\"Creative Commons License\" style=\"border-width:0\" src=\"https://i.creativecommons.org/l/by-nc/4.0/88x31.png\" /\u003e\r\n\u003c/a\u003e\r\n\u003cbr /\u003e\r\nThis work is licensed under a \u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc/4.0/\"\u003eCreative Commons Attribution-NonCommercial 4.0 International License\u003c/a\u003e.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaraivaufc%2Fland-use-classification-using-encoder-decoder-lstm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsaraivaufc%2Fland-use-classification-using-encoder-decoder-lstm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaraivaufc%2Fland-use-classification-using-encoder-decoder-lstm/lists"}