{"id":27353698,"url":"https://github.com/aamijar/forabot","last_synced_at":"2026-05-05T22:43:17.024Z","repository":{"id":233368201,"uuid":"483854187","full_name":"aamijar/forabot","owner":"aamijar","description":null,"archived":false,"fork":false,"pushed_at":"2022-05-02T22:38:49.000Z","size":47880,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-12T21:07:20.120Z","etag":null,"topics":["docker","jetson-nano","tensorflow"],"latest_commit_sha":null,"homepage":"https://forabot.vercel.app","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/aamijar.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}},"created_at":"2022-04-21T00:25:50.000Z","updated_at":"2022-09-10T04:41:47.000Z","dependencies_parsed_at":"2024-04-16T00:10:35.650Z","dependency_job_id":null,"html_url":"https://github.com/aamijar/forabot","commit_stats":null,"previous_names":["aamijar/forabot"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aamijar%2Fforabot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aamijar%2Fforabot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aamijar%2Fforabot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aamijar%2Fforabot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aamijar","download_url":"https://codeload.github.com/aamijar/forabot/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248631677,"owners_count":21136562,"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":["docker","jetson-nano","tensorflow"],"created_at":"2025-04-12T21:07:25.890Z","updated_at":"2026-05-05T22:43:16.994Z","avatar_url":"https://github.com/aamijar.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# forabot\n\nA Keras implementation for foraminifera identification\n\n# Install\n\n### MacOSX, Linux, Windows\n\n```bash\ndocker build --tag forabot .\ndocker run -it forabot /bin/bash\n```\n\n### Jetson Nano 2GB\n\n```bash\n# pull image from https://catalog.ngc.nvidia.com/orgs/nvidia/containers/l4t-tensorflow\nsudo docker pull nvcr.io/nvidia/l4t-tensorflow:r32.6.1-tf2.5-py3\n# mount code and ssh into container\nsudo docker run -it --volume=/path/to/repo:/repo --rm --runtime nvidia --network host nvcr.io/nvidia/l4t-tensorflow:r32.6.1-tf2.5-py3\n```\n\n# References\n\nB. Zhong, Q. Ge, B. Kanakiya, R. Mitra, T. Marchitto, E. Lobaton, “A Comparative Study of Image Classification Algorithms for Foraminifera Identification,” IEEE Symp. Series on Computational Intelligence (SSCI), 2017. [Makes use of NCSU-CUB Foram Images 01 Dataset]\n\nR. Mitra, T.M. Marchitto, Q. Ge, B. Zhong, B. Kanakiya, M.S. Cook, J.S. Fehrenbacher, J.D. Ortiz, A. Tripati, E. Lobaton, “Automated species-level identification of planktic foraminifera using convolutional neural networks, with comparison to human performance,” Marine Micropaleontology, 147, 2019, pp 16-24.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faamijar%2Fforabot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faamijar%2Fforabot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faamijar%2Fforabot/lists"}