{"id":28529375,"url":"https://github.com/mlcommons/mlperf_automotive","last_synced_at":"2025-10-11T15:10:08.193Z","repository":{"id":286905136,"uuid":"960593184","full_name":"mlcommons/mlperf_automotive","owner":"mlcommons","description":null,"archived":false,"fork":false,"pushed_at":"2025-06-03T23:01:25.000Z","size":497131,"stargazers_count":2,"open_issues_count":2,"forks_count":3,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-04T01:08:41.217Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://mlcommons.org/working-groups/benchmarks/automotive/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"mlcommons/inference","license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mlcommons.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-04-04T17:48:18.000Z","updated_at":"2025-06-03T18:05:16.000Z","dependencies_parsed_at":"2025-06-03T17:12:00.812Z","dependency_job_id":"8c4c7c39-550d-4cef-8a31-b1c620414b24","html_url":"https://github.com/mlcommons/mlperf_automotive","commit_stats":null,"previous_names":["mlcommons/mlperf_automotive"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fmlperf_automotive","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fmlperf_automotive/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fmlperf_automotive/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fmlperf_automotive/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mlcommons","download_url":"https://codeload.github.com/mlcommons/mlperf_automotive/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fmlperf_automotive/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":258892405,"owners_count":22773835,"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":"2025-06-09T14:10:31.591Z","updated_at":"2025-10-11T15:10:08.170Z","avatar_url":"https://github.com/mlcommons.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MLPerf® Automotive Benchmark Suite\nMLPerf Automotive is a benchmark suite for measuring how fast automotive systems can run models in a variety of deployment scenarios. \n\n## MLPerf Automotive v0.5\nUse the r0.5 branch (```git checkout v0.5abtf```) if you want to reproduce v0.5 results.\n\nSee the individual Readme files in the reference app for details.\n\n| model | reference app | framework | dataset |\n| ---- | ---- | ---- | ---- |\n| ssd-resnet50| [v0.5/2D object detection](https://github.com/mlcommons/mlperf_automotive/tree/master/automotive/2d-object-detection) | pytorch, onnx | Cognata |\n| bevformer-tiny | [v0.5/camera-based 3D object detection](https://github.com/mlcommons/mlperf_automotive/tree/master/automotive/camera-3d-detection) | onnx | NuScenes |\n| DeepLabV3+ | [v0.5/semantic segmentation](https://github.com/mlcommons/mlperf_automotive/tree/master/automotive/semantic-segmentation) |pytorch, onnx | Cognata |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlcommons%2Fmlperf_automotive","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmlcommons%2Fmlperf_automotive","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlcommons%2Fmlperf_automotive/lists"}