{"id":18028520,"url":"https://github.com/interactivetech/demo_revamp","last_synced_at":"2025-07-19T14:35:20.388Z","repository":{"id":157754264,"uuid":"610407513","full_name":"interactivetech/demo_revamp","owner":"interactivetech","description":null,"archived":false,"fork":false,"pushed_at":"2023-05-31T20:37:27.000Z","size":4668,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-04T20:46:42.284Z","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":null,"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":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":"2023-03-06T18:00:14.000Z","updated_at":"2023-05-17T19:41:51.000Z","dependencies_parsed_at":null,"dependency_job_id":"631d2f93-4d24-406d-949d-047aad7bd63d","html_url":"https://github.com/interactivetech/demo_revamp","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/interactivetech/demo_revamp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fdemo_revamp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fdemo_revamp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fdemo_revamp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fdemo_revamp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/interactivetech","download_url":"https://codeload.github.com/interactivetech/demo_revamp/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fdemo_revamp/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265947512,"owners_count":23853382,"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":"2024-10-30T08:42:25.682Z","updated_at":"2025-07-19T14:35:20.349Z","avatar_url":"https://github.com/interactivetech.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Demo Revamp Steps\nAllows you to swap Roboflow datasets easily, and swap Detectron2-based models easily\n\n* Roboflow datasets supported: `x-ray-rheumatology`, `flir-camera-objects`\n* Models: FasterRCNN Resnet50 FPN 1x, MaskRCNN Resnet50 FPN 1x, Cascade RCNN Resnet50 FPN 3x\n\n# Steps to Run\n\n## Spin up JupyterLab notebook\nUse the default launch jupyter notebook settings.\n## Install Dependencies\n* `apt-get update \u0026\u0026 apt-get install nano`\n## Install Dependencies\n* `git clone https://github.com/interactivetech/demo_revamp.git`\n* `cd demo_revamp/determined/examples/computer_vision/detectron2_coco_pytorch/`\n* `bash startup-hook.sh`\n\n# Create or Login to roboflow\n\nFollow these instructions so get your API KEY: https://docs.roboflow.com/rest-api#obtaining-your-api-key\n\n# Open notebook: `Demo_Revamp.ipynb`\nIn * `demo_revamp/determined/examples/computer_vision/detectron2_coco_pytorch/`\nIn cell run the cell with python code, where you\nUpdate   \u003cAPI_KEY\u003e with your private API key and run cell: `!python download_datasets.py --dataset-dir /run/determined/workdir/shared_fs/data/ --key \u003cAPI_KEY\u003e`\n\nYou can now run the rest of the cells that has the `det e` commands to train MaskRCNN and FasterRCNN on the `x-ray-rheumatology` and `flir-camera-objects`\n\n\n# Optional: Run training on `x-ray-rheumatology`\ndet  experiment create -f const.yaml .\n# Optional: Run training on `flir-camera-objects`\nFlir: experiment create -f const-flir.yaml .\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finteractivetech%2Fdemo_revamp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Finteractivetech%2Fdemo_revamp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finteractivetech%2Fdemo_revamp/lists"}