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uba-ki-lab/ressource-efficient-computer-vision
opencode:10775A project experimenting with training costs associated with computer vision model training for object counting tasks. Keywords: uba, umweltbundesamt, ki-lab, computer vision, object counting
Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.
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edge:046be034eb4c167fec6f5fecRelationshipdeclares_dependency
→Software packageHugging Face Tokenizers
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Open source ↗edge:2407440d88a6e053df9e515fRelationshipdeclares_dependency
→Software packageCodeCarbon
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Open source ↗edge:24d340199938b8b36ea96c76Relationshipdeclares_dependency
→Software packageTransformers
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Open source ↗edge:25a081ca71f7e9952e716fafRelationshipdeclares_dependency
→Software packageUltralytics
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Open source ↗edge:27ace9234bafefdcd6d3e3fbRelationshipdeclares_dependency
→Software packagescikit-learn
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No additional excerpt published.
Open source ↗edge:5a78ad91afcd7dc94970c906Relationshipdeclares_dependency
→Software packageOpenCV
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Open source ↗edge:c568274147ecfecd1d98f7f4Relationshipdeclares_dependency
→Software packagePyTorch
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No additional excerpt published.
Open source ↗Fields retained with this identity
Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.
- Ai Package Count
- 7
- Commit Sha
- 9aa07461b879a6161b7e901ea4c2a382b8f1b4ae
- Last Activity At
- 2026-05-12T12:59:42.012Z
- Path With Namespace
- uba-ki-lab/ressource-efficient-computer-vision
- Tree Complete
- true
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A source snapshot describes what was available at collection time. Corrections and later publications can change future observations.
german-public-sector-ai-code-radaropencode:10775 · opencode_project_id_and_commit
↗Open original sourcegerman-public-sector-ai-dependency-atlasopencode:10775@9aa07461b879a6161b7e901ea4c2a382b8f1b4ae:pypi:tokenizers · repository_commit_manifest_package_identity
↗Open original sourcegerman-public-sector-ai-dependency-atlasopencode:10775@9aa07461b879a6161b7e901ea4c2a382b8f1b4ae:pypi:codecarbon · repository_commit_manifest_package_identity
↗Open original sourcegerman-public-sector-ai-dependency-atlasopencode:10775@9aa07461b879a6161b7e901ea4c2a382b8f1b4ae:pypi:transformers · repository_commit_manifest_package_identity
↗Open original sourcegerman-public-sector-ai-dependency-atlasopencode:10775@9aa07461b879a6161b7e901ea4c2a382b8f1b4ae:pypi:ultralytics · repository_commit_manifest_package_identity
↗Open original sourcegerman-public-sector-ai-dependency-atlasopencode:10775@9aa07461b879a6161b7e901ea4c2a382b8f1b4ae:pypi:scikit-learn · repository_commit_manifest_package_identity
↗Open original sourcegerman-public-sector-ai-dependency-atlasopencode:10775@9aa07461b879a6161b7e901ea4c2a382b8f1b4ae:pypi:opencv-python · repository_commit_manifest_package_identity
↗Open original sourcegerman-public-sector-ai-dependency-atlasopencode:10775@9aa07461b879a6161b7e901ea4c2a382b8f1b4ae:pypi:torch · repository_commit_manifest_package_identity
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