{"data":{"slug":"nianticlabs-doubletake","name":"doubletake","tagline":"[ECCV 2024] DoubleTake: Geometry Guided Depth Estimation","github_url":"https://github.com/nianticlabs/doubletake","owner":"nianticlabs","repo":"doubletake","owner_avatar_url":"https://avatars.githubusercontent.com/u/13985885?v=4","primary_language":"Python","stars":191,"forks":13,"topics":["ai","computer-vision","cost-volume","depth","depth-estimation","eccv2024","machine-learning","multiview-stereo","mvs","python","pytorch","visualization"],"archived":false,"github_pushed_at":"2025-05-09T13:05:45+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/nianticlabs-doubletake","markdown_url":"https://www.graphcanon.com/tools/nianticlabs-doubletake.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/nianticlabs-doubletake","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=nianticlabs-doubletake","description":"[ECCV 2024] DoubleTake: Geometry Guided Depth Estimation","homepage_url":"https://nianticlabs.github.io/doubletake/","license":"Other","open_issues":3,"watchers":5,"ai_summary":"A tool for geometry-guided depth estimation using multiview stereo techniques in Python with PyTorch framework.","readme_excerpt":"## 👩‍⚖️ License\n\nCopyright © Niantic, Inc. 2024. Patent Pending.\nAll rights reserved.\nPlease see the [license file](LICENSE) for terms.","github_created_at":"2024-08-22T16:39:44+00:00","created_at":"2026-07-11T12:33:55.99482+00:00","updated_at":"2026-08-01T06:00:26.580122+00:00","categories":[{"slug":"computer-vision","name":"Computer Vision","url":"https://www.graphcanon.com/categories/computer-vision","markdown_url":"https://www.graphcanon.com/categories/computer-vision.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/computer-vision"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"computer-vision","name":"computer-vision"},{"slug":"cost-volume","name":"cost-volume"},{"slug":"depth-estimation","name":"depth-estimation"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"multiview-stereo","name":"multiview-stereo"},{"slug":"mvs","name":"mvs"},{"slug":"pytorch","name":"pytorch"}],"trust":{"provenance":{"is_fork":false,"github_id":846159875,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-01T06:00:25.312Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":448,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T12:33:59.690Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-01T06:00:25.935Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-08-01T06:00:25.935Z"},"license_spdx":{"value":"Other","source":"github.license","observed_at":"2026-08-01T06:00:25.935Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When working on projects that require precise depth estimation guided by geometric principles within the context of multiview stereo datasets.","For applications necessitating the integration of machine learning models in Python using the PyTorch framework."],"when_not_to_use":["If your project does not involve geometry-guided techniques or if it specifically requires a different deep learning framework other than PyTorch.","If you're looking for general image processing capabilities instead of advanced depth estimation functionalities."],"source":"enrich:decision_facts","observed_at":"2026-07-12T06:33:07.120Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"DoubleTake is a tool for geometry-guided depth estimation using multiview stereo techniques in Python with PyTorch framework, specifically designed for advanced computer vision tasks."}]}}