{"id":19041710,"url":"https://github.com/mikeizbicki/geolocation","last_synced_at":"2025-04-23T21:48:19.978Z","repository":{"id":144959522,"uuid":"112796837","full_name":"mikeizbicki/geolocation","owner":"mikeizbicki","description":"Image/text geolocation with tensorflow and the MvMF","archived":false,"fork":false,"pushed_at":"2019-06-27T18:40:53.000Z","size":56663,"stargazers_count":9,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-18T07:50:49.970Z","etag":null,"topics":["geolocation","image-classification","tensorflow","text-classification"],"latest_commit_sha":null,"homepage":"","language":"Python","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/mikeizbicki.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-12-01T23:29:57.000Z","updated_at":"2023-10-03T22:28:09.000Z","dependencies_parsed_at":null,"dependency_job_id":"22c3232d-fce9-4f81-a463-a78bf2f86c5c","html_url":"https://github.com/mikeizbicki/geolocation","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/mikeizbicki%2Fgeolocation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikeizbicki%2Fgeolocation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikeizbicki%2Fgeolocation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mikeizbicki%2Fgeolocation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mikeizbicki","download_url":"https://codeload.github.com/mikeizbicki/geolocation/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250522297,"owners_count":21444510,"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":["geolocation","image-classification","tensorflow","text-classification"],"created_at":"2024-11-08T22:31:09.247Z","updated_at":"2025-04-23T21:48:19.971Z","avatar_url":"https://github.com/mikeizbicki.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Geolocation library for TensorFlow\n\nThis repository contains source code for the paper [Exploiting the Earth's Spherical Geometry to Geolocate Images](https://izbicki.me/public/papers/XXX) and a working paper [Geolocating Tweets Sent in Any Language form Any Location ](https://izbicki.me/public/papers/XXX).\n\nThe file `src/image/gps_loss.py` contains a function `gps_loss`,\nwhich contains the code for the MvMF layer\n(and has options for many variations on the layer described in the paper).\nThis function can be added to your TensorFlow project in order to predict GPS coordinates.\nAll code was developed using TensorFlow v1.4.\n\nFor information on training a model, run the command\n```\npython ./src/image/train.py --help\n```\n\nFor information on using a model to predict GPS locations, run the command\n```\npython ./src/image/infer.py --help\n```\n\nDocumentation for this code is currently fairly sparse.\nIf you have any questions, or want help performing a particular task, please email me at [mike@izbicki.me](mailto:mike@izbicki.me).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmikeizbicki%2Fgeolocation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmikeizbicki%2Fgeolocation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmikeizbicki%2Fgeolocation/lists"}