{"id":18028457,"url":"https://github.com/interactivetech/yolov8-determinedai","last_synced_at":"2025-10-03T23:27:13.350Z","repository":{"id":74752267,"uuid":"588696523","full_name":"interactivetech/yolov8-determinedai","owner":"interactivetech","description":"Proof of Concept on how to integrate YoloV8 with DeterminedAI","archived":false,"fork":false,"pushed_at":"2024-04-12T21:06:25.000Z","size":6640,"stargazers_count":2,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-24T01:56:04.057Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/interactivetech.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-01-13T19:04:09.000Z","updated_at":"2024-03-19T14:24:46.000Z","dependencies_parsed_at":null,"dependency_job_id":"8f106091-dc85-472b-a785-e76c82598a83","html_url":"https://github.com/interactivetech/yolov8-determinedai","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/interactivetech/yolov8-determinedai","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fyolov8-determinedai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fyolov8-determinedai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fyolov8-determinedai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fyolov8-determinedai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/interactivetech","download_url":"https://codeload.github.com/interactivetech/yolov8-determinedai/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fyolov8-determinedai/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278242728,"owners_count":25954695,"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":"2025-10-03T02:00:06.070Z","response_time":53,"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"}},"keywords":[],"created_at":"2024-10-30T08:42:13.381Z","updated_at":"2025-10-03T23:27:13.309Z","avatar_url":"https://github.com/interactivetech.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# YoloV8 with DeterminedAI (WIP, Experimental)\nProof of Concept on how to integrate YoloV8(https://github.com/ultralytics/ultralytics) with DeterminedAI\n\nAuthor: Andrew Mendez\n# Install Dependencies\n`bash install-dep.sh`\n\n# Current Limitations\n\nCurrently the code only supports single node multi-gpu training. More work is needed to support multiple node.\nIf you want to train with multiple gpus, only edit the: `device` config setting. You should edit where you specify all the cuda devices you want to use. Examples are follows:\n* Train on single GPU: `device: 0`\n* Train on 4 GPUs: `device: 0,1,2,3`\n* Train on 8 GPUs: `device: 0,1,2,3,4,5,6,7`\n\n# Spin up Determined Cluster (No GPU cluster)\n`det deploy local cluster-up --no-gpu --master-port 8081`\n\n# Spin up Determined Cluster (GPU cluster)\n`det deploy local cluster-up --master-port 8081`\n\n# Run Training if using M1 Mac (Arm64)\n`bash run_exp_arm64.sh`\n\n# Run Training if using Linux/Mac (Intel-based, Amd64)\n`bash run_exp.sh`\n\n# Steps to run Vanilla Training without Determined\n`python train.py`\n\n# Questions\nAny Questions, please reach out to me at andrew.mendez@hpe.com\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finteractivetech%2Fyolov8-determinedai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Finteractivetech%2Fyolov8-determinedai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finteractivetech%2Fyolov8-determinedai/lists"}