{"id":20543751,"url":"https://github.com/isarandi/nlf","last_synced_at":"2025-04-04T10:02:29.655Z","repository":{"id":254711976,"uuid":"847329118","full_name":"isarandi/nlf","owner":"isarandi","description":"[NeurIPS 2024] Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation","archived":false,"fork":false,"pushed_at":"2024-12-12T18:16:26.000Z","size":336,"stargazers_count":257,"open_issues_count":14,"forks_count":8,"subscribers_count":18,"default_branch":"main","last_synced_at":"2025-03-28T09:01:42.311Z","etag":null,"topics":["3d-human-mesh","3d-human-pose-estimation","3d-human-shape-and-pose-estimation","human-mesh-reconstruction","human-mesh-recovery","pytorch","tensorflow"],"latest_commit_sha":null,"homepage":"https://istvansarandi.com/nlf","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/isarandi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2024-08-25T14:14:33.000Z","updated_at":"2025-03-26T09:26:28.000Z","dependencies_parsed_at":null,"dependency_job_id":"b977360c-ed96-4efe-bd0e-f9ec4938c93c","html_url":"https://github.com/isarandi/nlf","commit_stats":null,"previous_names":["isarandi/nlf"],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/isarandi%2Fnlf","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/isarandi%2Fnlf/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/isarandi%2Fnlf/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/isarandi%2Fnlf/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/isarandi","download_url":"https://codeload.github.com/isarandi/nlf/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247149506,"owners_count":20891954,"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":["3d-human-mesh","3d-human-pose-estimation","3d-human-shape-and-pose-estimation","human-mesh-reconstruction","human-mesh-recovery","pytorch","tensorflow"],"created_at":"2024-11-16T01:40:09.377Z","updated_at":"2025-04-04T10:02:29.588Z","avatar_url":"https://github.com/isarandi.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation\n* [NeurIPS'24 paper](https://arxiv.org/abs/2407.07532) by István Sárándi and Gerard Pons-Moll\n* [Project page](https://istvansarandi.com/nlf)\n\nModels for PyTorch and TensorFlow are available for noncommercial research use under Releases, and usage examples are given in `demo.ipynb`. Stay tuned for more detailed docs.\n\nTraining code is provided for TensorFlow (PyTorch version underway).\n\n## Acknowledgments\nThis work was supported by the German Federal Ministry of Education and Research (BMBF): Tübingen AI Center, FKZ: 01IS18039A. This work is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – 409792180 (Emmy Noether Programme, project: Real Virtual Humans). GPM is a member of the Machine Learning Cluster of Excellence, EXC number 2064/1 –Project number 390727645. The project was made possible by funding from the Carl Zeiss Foundation.\n\n## BibTeX\n```\n@article{sarandi2024nlf,\n    title     = {Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation},\n    author    = {S\\'ar\\'andi, Istv\\'an and Pons-Moll, Gerard},\n    booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},\n    year      = {2024}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fisarandi%2Fnlf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fisarandi%2Fnlf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fisarandi%2Fnlf/lists"}