{"id":17798995,"url":"https://github.com/melmass/mlops-stage","last_synced_at":"2025-03-17T05:32:04.429Z","repository":{"id":169793638,"uuid":"645832044","full_name":"melMass/MLOPs-stage","owner":"melMass","description":"🧪 Experimental nodes for MLOPs","archived":false,"fork":false,"pushed_at":"2023-08-03T20:25:06.000Z","size":92,"stargazers_count":10,"open_issues_count":0,"forks_count":0,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-02-27T21:20:58.843Z","etag":null,"topics":["assets","hda","houdini","python","stable-diffusion"],"latest_commit_sha":null,"homepage":"","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/melMass.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":"2023-05-26T14:35:43.000Z","updated_at":"2025-02-07T01:50:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"bf18e1f3-dcd1-480b-a59d-1ad2f946696f","html_url":"https://github.com/melMass/MLOPs-stage","commit_stats":null,"previous_names":["melmass/mlops-stage"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/melMass%2FMLOPs-stage","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/melMass%2FMLOPs-stage/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/melMass%2FMLOPs-stage/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/melMass%2FMLOPs-stage/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/melMass","download_url":"https://codeload.github.com/melMass/MLOPs-stage/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243852484,"owners_count":20358271,"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":["assets","hda","houdini","python","stable-diffusion"],"created_at":"2024-10-27T12:03:57.429Z","updated_at":"2025-03-17T05:32:04.411Z","avatar_url":"https://github.com/melMass.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MLOPS Stage\n\n\u003e **Note**\n\u003e This is a community project not directly affiliated with MLOPs if some nodes become mature enough they will be proposed upstream but all this is mostly experimental!\n\n\n\n*Only for MLOPs 2.0+* \n\nSets of HDA Extension for the [MLOPS](https://github.com/Bismuth-Consultancy-BV/MLOPs) toolset from [@Bismuth-Consultancy-BV](https://www.bismuthconsultancy.com/) that I made while learning it. Moslty experimental and POC level for now. Other community members are starting to share tools too on the [Bismuth Discord Server](https://discord.gg/kYNaHt7Yx8)\n\nFeel free to PR or propose suggestions\n\n## Installation\nI recommend the [package](https://www.sidefx.com/docs/houdini/ref/plugins.html) install method, ask if you have issues. \n\n- Clone this repo somewhere and note the path (`--recursive` will be probably be needed soon)\n- Edit the [sample package file](./MLOPS_community.json) replacing the `path` value with yours.\n- Restart Houdini.\n\n  \n## Nodes\n\n### Scene to Controlnet\n\nThe heart or SD from Scene, this creates a strip of images from the given camera and objects, feeding them to ControlNet 1.1 (Depth or Normal supported for now). \n![image](https://github.com/melMass/MLOPs-stage/assets/7041726/4b640669-9570-4003-b041-febf25a607bb)\n\n\n### SD From Scene\n\nThis high level node wraps the whole `Camera to Points` -\u003e `Control Net` -\u003e `SD Inference` -\u003e `Upscaled` -\u003e `Texture Projection \u0026 Baking` pipeline\n![image](https://github.com/melMass/MLOPs-stage/assets/7041726/fc8fcd82-6731-4783-bad2-13c188a4a5f4)\n\nhttps://github.com/melMass/MLOPs-stage/assets/7041726/887f6617-dda1-4162-8cb4-ce5b8378020f\n\n\n\n### DeepBump (soon™)\n\nA simple deepbump integration for MLOPs, I still need to properly check all licenses involved, works well in combo with SD from Scene's generated texture maps.\n\n### Camera To Points Simple\n\nA small rework of the old camera to points by **#leuns3051** (450384314769735682).\nMostly useful for embedding it in HDAs as older versions were removed, the current version in MLOPs is using editable parm making it hard to do that.\nIt misses the OGL render pass from the 2.0 version in MLOPs.\n\n\n\n\n--- \n\n\u003cdetails\u003e\u003csummary\u003erandom previews from early tests\u003c/summary\u003e\n\nhttps://github.com/melMass/MLOPs-stage/assets/7041726/44ee5543-132a-4e39-ae3e-ad1b5ae1c733\n\nhttps://github.com/melMass/MLOPs-stage/assets/7041726/41b1a371-497e-46aa-a138-417ff49b49ac\n\nhttps://github.com/melMass/MLOPs-stage/assets/7041726/de49f854-bc1b-4a61-a061-ec86d48faaec\n\n\u003c/details\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmelmass%2Fmlops-stage","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmelmass%2Fmlops-stage","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmelmass%2Fmlops-stage/lists"}