{"id":32647565,"url":"https://github.com/jacobmarks/concept-space-traversal-plugin","last_synced_at":"2025-10-31T05:55:30.403Z","repository":{"id":200582754,"uuid":"693811886","full_name":"jacobmarks/concept-space-traversal-plugin","owner":"jacobmarks","description":"Traverse the space of concepts with a multi-modal similarity index in FiftyOne","archived":false,"fork":false,"pushed_at":"2024-04-04T23:48:27.000Z","size":192,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-04-16T07:21:07.668Z","etag":null,"topics":["clip-model","computer-vision","embeddings","fiftyone","javascript","mui","multimodal","plugin","python","react"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","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/jacobmarks.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}},"created_at":"2023-09-19T19:01:25.000Z","updated_at":"2023-10-28T09:31:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"73d9bdc8-87f3-4675-9142-5fde9d1aedc3","html_url":"https://github.com/jacobmarks/concept-space-traversal-plugin","commit_stats":null,"previous_names":["jacobmarks/concept-space-traversal-plugin"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jacobmarks/concept-space-traversal-plugin","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jacobmarks%2Fconcept-space-traversal-plugin","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jacobmarks%2Fconcept-space-traversal-plugin/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jacobmarks%2Fconcept-space-traversal-plugin/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jacobmarks%2Fconcept-space-traversal-plugin/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jacobmarks","download_url":"https://codeload.github.com/jacobmarks/concept-space-traversal-plugin/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jacobmarks%2Fconcept-space-traversal-plugin/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":281937758,"owners_count":26586774,"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":"2025-10-31T02:00:07.401Z","response_time":57,"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":["clip-model","computer-vision","embeddings","fiftyone","javascript","mui","multimodal","plugin","python","react"],"created_at":"2025-10-31T05:55:25.147Z","updated_at":"2025-10-31T05:55:30.394Z","avatar_url":"https://github.com/jacobmarks.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Concept Space Traversal Plugin\n\n![concept_traversal](https://github.com/jacobmarks/concept-space-traversal-plugin/assets/12500356/50e833a1-9198-41dc-852e-7def33061138)\n\nThis plugin allows you to \"traverse\" the concept space of a similarity index\nby adding text prompts (with configurable strength) to a base image.\n\n**Note:** This plugin requires a similarity index that supports prompts (i.e.\nembeds text and images) to be present on the dataset. You can create one with:\n\n```py\nimport fiftyone as fo\nimport fiftyone.brain as fob\n\ndataset = fo.load_dataset(\"my_dataset\")\nfob.compute_similarity(\n    dataset,\n    brain_key=\"my_brain_key\",\n    model=\"clip-vit-base32-torch\",\n    metric=\"cosine\",\n    )\n```\n\n## Watch On Youtube\n[![Video Thumbnail](https://img.youtube.com/vi/XwstS_YCxoc/0.jpg)](https://www.youtube.com/watch?v=XwstS_YCxoc\u0026list=PLuREAXoPgT0RZrUaT0UpX_HzwKkoB-S9j\u0026index=10)\n\n\n## Installation\n\n```shell\nfiftyone plugins download https://github.com/jacobmarks/concept-space-traversal-plugin\n```\n\nRefer to the [main README](https://github.com/voxel51/fiftyone-plugins) for\nmore information about managing downloaded plugins and developing plugins\nlocally.\n\n## Operators\n\n### `open_traversal_panel`\n\n- Opens the concept space traversal panel on click\n- Only activated when the dataset has a similarity index\n\n### `traverser`\n\n- Runs the Traverser on the dataset\n\n### `get_sample_url`\n\n- Returns the resource URL of the media file associated with a sample, from the sample's ID.\n\n## 💪 Development\n\nThis plugin was a joint creation between myself and [Ibrahim Manjra](https://github.com/imanjra). Couldn't have done it without his JavaScript wizardry!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjacobmarks%2Fconcept-space-traversal-plugin","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjacobmarks%2Fconcept-space-traversal-plugin","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjacobmarks%2Fconcept-space-traversal-plugin/lists"}