{"id":20059,"name":"acai-yolov8","description":"Submodule of Aircraft Classification from Arial Imagery. This is the work of Alexander Green and Josh Glaspey for a classification machine learning program.","url":"https://github.com/alexneilgreen/acai-yolov8","last_synced_at":"2025-09-05T00:30:03.162Z","repository":{"id":264394160,"uuid":"880517225","full_name":"alexneilgreen/ACAI-YOLOv8","owner":"alexneilgreen","description":"Submodule of Aircraft Classification from Arial Imagery. This is the work of Alexander Green and Josh Glaspey for a classification machine learning program.","archived":false,"fork":false,"pushed_at":"2025-02-17T04:58:18.000Z","size":292010,"stargazers_count":1,"open_issues_count":3,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-12T20:58:07.369Z","etag":null,"topics":["artificial-intelligence","computer-vision","machine-learning"],"latest_commit_sha":null,"homepage":"https://github.com/alexneilgreen/Aircraft-Classification-from-Aerial-Imagery","language":"Python","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/alexneilgreen.png","metadata":{"files":{"readme":"README.dataset.txt","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-10-29T21:40:09.000Z","updated_at":"2025-04-03T02:10:48.000Z","dependencies_parsed_at":"2025-04-12T21:08:17.599Z","dependency_job_id":null,"html_url":"https://github.com/alexneilgreen/ACAI-YOLOv8","commit_stats":null,"previous_names":["alexneilgreen/aircraft-segmentation-from-aerial-imagery-yolov8","alexneilgreen/acai-yolov8"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/alexneilgreen/ACAI-YOLOv8","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexneilgreen%2FACAI-YOLOv8","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexneilgreen%2FACAI-YOLOv8/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexneilgreen%2FACAI-YOLOv8/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexneilgreen%2FACAI-YOLOv8/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alexneilgreen","download_url":"https://codeload.github.com/alexneilgreen/ACAI-YOLOv8/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexneilgreen%2FACAI-YOLOv8/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273694671,"owners_count":25151477,"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","status":"online","status_checked_at":"2025-09-04T02:00:08.968Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"}},"owner":{"login":"alexneilgreen","name":"alexGreen","uuid":"149207041","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/149207041?v=4","repositories_count":1,"last_synced_at":"2023-12-02T20:24:52.258Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/alexneilgreen","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-12-02T20:24:52.274Z","updated_at":"2023-12-02T20:24:52.274Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alexneilgreen","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alexneilgreen/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"alexneilgreen/ACAI-YOLOv8","html_url":"https://github.com/alexneilgreen/ACAI-YOLOv8","last_synced_at":"2025-08-31T12:24:20.027Z","status":null,"issues_count":0,"pull_requests_count":2,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":2419398.0,"issues_closed_count":0,"pull_requests_closed_count":1,"pull_request_authors_count":1,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":2.0,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":0,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":2419398.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":2.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":2,"past_year_merged_pull_requests_count":0,"created_at":"2025-08-30T12:34:04.113Z","updated_at":"2025-09-03T05:25:45.172Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexneilgreen%2FACAI-YOLOv8","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexneilgreen%2FACAI-YOLOv8/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{"NONE":5},"issue_authors":{},"pull_request_authors":{"dependabot[bot]":5},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10082319,"issues_count":31220811,"pull_requests_count":96069974,"authors_count":10694166,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{"NONE":5},"past_year_issue_authors":{},"past_year_pull_request_authors":{"dependabot[bot]":5},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":1,"DeleteEvent":4,"IssueCommentEvent":11,"PushEvent":4,"PullRequestEvent":7,"CreateEvent":4},"last_year":{"WatchEvent":1,"DeleteEvent":4,"IssueCommentEvent":11,"PushEvent":4,"PullRequestEvent":7,"CreateEvent":4}},"keywords":["artificial-intelligence","computer-vision","machine-learning"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/ci.yaml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:14.282Z","updated_at":"2024-11-24T00:29:14.282Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/ci.yaml","dependencies":[{"id":20870622807,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20870622808,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":20870622809,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20870622810,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":20870622988,"package_name":"slackapi/slack-github-action","ecosystem":"actions","requirements":"v1.27.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/cla.yml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:14.949Z","updated_at":"2024-11-24T00:29:14.949Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/cla.yml","dependencies":[{"id":20870623086,"package_name":"contributor-assistant/github-action","ecosystem":"actions","requirements":"v2.6.1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/codeql.yaml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:15.166Z","updated_at":"2024-11-24T00:29:15.166Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/codeql.yaml","dependencies":[{"id":20870623091,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20870623092,"package_name":"github/codeql-action/init","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":20870623093,"package_name":"github/codeql-action/analyze","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/docker.yaml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:15.271Z","updated_at":"2024-11-24T00:29:15.271Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/docker.yaml","dependencies":[{"id":20870623100,"package_name":"ultralytics/actions/cleanup-disk","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false},{"id":20870623121,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20870623122,"package_name":"docker/setup-qemu-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":20870623123,"package_name":"docker/setup-buildx-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":20870623124,"package_name":"docker/login-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":20870623125,"package_name":"nick-invision/retry","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":20870623238,"package_name":"slackapi/slack-github-action","ecosystem":"actions","requirements":"v1.27.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/docs.yml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.095Z","updated_at":"2024-11-24T00:29:16.095Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/docs.yml","dependencies":[{"id":20870623243,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20870623244,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/format.yml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.162Z","updated_at":"2024-11-24T00:29:16.162Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/format.yml","dependencies":[{"id":20870623252,"package_name":"ultralytics/actions","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/links.yml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.247Z","updated_at":"2024-11-24T00:29:16.247Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/links.yml","dependencies":[{"id":20870623256,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20870623257,"package_name":"nick-invision/retry","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/merge-main-into-prs.yml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.318Z","updated_at":"2024-11-24T00:29:16.318Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/merge-main-into-prs.yml","dependencies":[{"id":20870623258,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20870623259,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/publish.yml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.386Z","updated_at":"2024-11-24T00:29:16.386Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/publish.yml","dependencies":[{"id":20870623277,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20870623278,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":20870623279,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false},{"id":20870623280,"package_name":"slackapi/slack-github-action","ecosystem":"actions","requirements":"v1.27.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/stale.yml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.460Z","updated_at":"2024-11-24T00:29:16.460Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/.github/workflows/stale.yml","dependencies":[{"id":20870623286,"package_name":"actions/stale","ecosystem":"actions","requirements":"v9","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"cargo","filepath":"examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.529Z","updated_at":"2024-11-24T00:29:16.529Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml","dependencies":[]},{"ecosystem":"docker","filepath":"docker/Dockerfile","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.577Z","updated_at":"2024-11-24T00:29:16.577Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/docker/Dockerfile","dependencies":[{"id":20870623287,"package_name":"pytorch/pytorch","ecosystem":"docker","requirements":"2.5.0-cuda12.4-cudnn9-runtime","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"examples/YOLOv8-Action-Recognition/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.759Z","updated_at":"2024-11-24T00:29:16.759Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/examples/YOLOv8-Action-Recognition/requirements.txt","dependencies":[{"id":20870623290,"package_name":"ultralytics","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623291,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.828Z","updated_at":"2024-11-24T00:29:16.828Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/pyproject.toml","dependencies":[{"id":20870623292,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.23.0","direct":true,"kind":"runtime","optional":false},{"id":20870623293,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.3.0","direct":true,"kind":"runtime","optional":false},{"id":20870623294,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003e=4.6.0","direct":true,"kind":"runtime","optional":false},{"id":20870623295,"package_name":"pillow","ecosystem":"pypi","requirements":"\u003e=7.1.2","direct":true,"kind":"runtime","optional":false},{"id":20870623296,"package_name":"pyyaml","ecosystem":"pypi","requirements":"\u003e=5.3.1","direct":true,"kind":"runtime","optional":false},{"id":20870623297,"package_name":"requests","ecosystem":"pypi","requirements":"\u003e=2.23.0","direct":true,"kind":"runtime","optional":false},{"id":20870623298,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.1","direct":true,"kind":"runtime","optional":false},{"id":20870623299,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.8.0","direct":true,"kind":"runtime","optional":false},{"id":20870623300,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.8.0,!=2.4.0; sys_platform == 'win32'","direct":true,"kind":"runtime","optional":false},{"id":20870623301,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"runtime","optional":false},{"id":20870623302,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.64.0","direct":true,"kind":"runtime","optional":false},{"id":20870623303,"package_name":"psutil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623304,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623305,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.1.4","direct":true,"kind":"runtime","optional":false},{"id":20870623306,"package_name":"seaborn","ecosystem":"pypi","requirements":"\u003e=0.11.0","direct":true,"kind":"runtime","optional":false},{"id":20870623307,"package_name":"ultralytics-thop","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"ultralytics.egg-info/requires.txt","sha":null,"kind":"manifest","created_at":"2024-11-24T00:29:16.905Z","updated_at":"2024-11-24T00:29:16.905Z","repository_link":"https://github.com/alexneilgreen/ACAI-YOLOv8/blob/main/ultralytics.egg-info/requires.txt","dependencies":[{"id":20870623520,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.23.0","direct":true,"kind":"runtime","optional":false},{"id":20870623521,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.3.0","direct":true,"kind":"runtime","optional":false},{"id":20870623522,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003e=4.6.0","direct":true,"kind":"runtime","optional":false},{"id":20870623523,"package_name":"pillow","ecosystem":"pypi","requirements":"\u003e=7.1.2","direct":true,"kind":"runtime","optional":false},{"id":20870623524,"package_name":"pyyaml","ecosystem":"pypi","requirements":"\u003e=5.3.1","direct":true,"kind":"runtime","optional":false},{"id":20870623525,"package_name":"requests","ecosystem":"pypi","requirements":"\u003e=2.23.0","direct":true,"kind":"runtime","optional":false},{"id":20870623526,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.1","direct":true,"kind":"runtime","optional":false},{"id":20870623677,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.8.0","direct":true,"kind":"runtime","optional":false},{"id":20870623678,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"runtime","optional":false},{"id":20870623679,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.64.0","direct":true,"kind":"runtime","optional":false},{"id":20870623680,"package_name":"psutil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623681,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623682,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.1.4","direct":true,"kind":"runtime","optional":false},{"id":20870623683,"package_name":"seaborn","ecosystem":"pypi","requirements":"\u003e=0.11.0","direct":true,"kind":"runtime","optional":false},{"id":20870623684,"package_name":"ultralytics-thop","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"runtime","optional":false},{"id":20870623685,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623686,"package_name":"ipython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623687,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623688,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623689,"package_name":"coverage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623690,"package_name":"mkdocs","ecosystem":"pypi","requirements":"\u003e=1.6.0","direct":true,"kind":"runtime","optional":false},{"id":20870623691,"package_name":"mkdocs-material","ecosystem":"pypi","requirements":"\u003e=9.5.9","direct":true,"kind":"runtime","optional":false},{"id":20870623696,"package_name":"mkdocstrings","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623737,"package_name":"mkdocs-jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623770,"package_name":"mkdocs-redirects","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623791,"package_name":"mkdocs-ultralytics-plugin","ecosystem":"pypi","requirements":"\u003e=0.1.8","direct":true,"kind":"runtime","optional":false},{"id":20870623792,"package_name":"mkdocs-macros-plugin","ecosystem":"pypi","requirements":"\u003e=1.0.5","direct":true,"kind":"runtime","optional":false},{"id":20870623793,"package_name":"onnx","ecosystem":"pypi","requirements":"\u003e=1.12.0","direct":true,"kind":"runtime","optional":false},{"id":20870623806,"package_name":"openvino","ecosystem":"pypi","requirements":"\u003e=2024.0.0","direct":true,"kind":"runtime","optional":false},{"id":20870623813,"package_name":"tensorflow","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"runtime","optional":false},{"id":20870623814,"package_name":"tensorflowjs","ecosystem":"pypi","requirements":"\u003e=3.9.0","direct":true,"kind":"runtime","optional":false},{"id":20870623820,"package_name":"keras","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623821,"package_name":"flatbuffers","ecosystem":"pypi","requirements":"\u003c100,\u003e=23.5.26","direct":true,"kind":"runtime","optional":false},{"id":20870623822,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.23.5","direct":true,"kind":"runtime","optional":false},{"id":20870623823,"package_name":"h5py","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870623824,"package_name":"tensorstore","ecosystem":"pypi","requirements":"\u003e=0.1.63","direct":true,"kind":"runtime","optional":false},{"id":20870623834,"package_name":"coremltools","ecosystem":"pypi","requirements":"\u003e=7.0","direct":true,"kind":"runtime","optional":false},{"id":20870623836,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=1.3.2","direct":true,"kind":"runtime","optional":false},{"id":20870623837,"package_name":"hub-sdk","ecosystem":"pypi","requirements":"\u003e=0.0.12","direct":true,"kind":"runtime","optional":false},{"id":20870623911,"package_name":"albumentations","ecosystem":"pypi","requirements":"\u003e=1.4.6","direct":true,"kind":"runtime","optional":false},{"id":20870623916,"package_name":"pycocotools","ecosystem":"pypi","requirements":"\u003e=2.0.7","direct":true,"kind":"runtime","optional":false},{"id":20870623923,"package_name":"comet","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":20870624075,"package_name":"tensorboard","ecosystem":"pypi","requirements":"\u003e=2.13.0","direct":true,"kind":"runtime","optional":false},{"id":20870624076,"package_name":"dvclive","ecosystem":"pypi","requirements":"\u003e=2.12.0","direct":true,"kind":"runtime","optional":false},{"id":20870624659,"package_name":"shapely","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"runtime","optional":false},{"id":20870624660,"package_name":"streamlit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:51.443Z","updated_at":"2025-10-07T08:09:54.556Z","avatar_url":"https://github.com/alexneilgreen.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/20059","html_url":"https://science.ecosyste.ms/projects/20059"}