{"id":19668462,"url":"https://github.com/somtambe/modelnet10-dataset","last_synced_at":"2025-04-29T00:30:33.164Z","repository":{"id":67126126,"uuid":"264361828","full_name":"SomTambe/ModelNet10-dataset","owner":"SomTambe","description":"Compressed really aesthetic handling of the humongous ModelNet10 3D Vision dataset","archived":false,"fork":false,"pushed_at":"2020-05-21T10:06:13.000Z","size":11281,"stargazers_count":5,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-05T11:41:27.068Z","etag":null,"topics":["compressed","datasets","modelnet-dataset"],"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/SomTambe.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":"2020-05-16T04:53:46.000Z","updated_at":"2024-11-05T08:14:55.000Z","dependencies_parsed_at":"2023-06-09T20:30:14.148Z","dependency_job_id":null,"html_url":"https://github.com/SomTambe/ModelNet10-dataset","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SomTambe%2FModelNet10-dataset","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SomTambe%2FModelNet10-dataset/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SomTambe%2FModelNet10-dataset/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SomTambe%2FModelNet10-dataset/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SomTambe","download_url":"https://codeload.github.com/SomTambe/ModelNet10-dataset/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251410154,"owners_count":21584973,"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":["compressed","datasets","modelnet-dataset"],"created_at":"2024-11-11T16:35:35.206Z","updated_at":"2025-04-29T00:30:33.154Z","avatar_url":"https://github.com/SomTambe.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ModelNet10-dataset\nCompressed really aesthetic handling of the humongous ModelNet10 3D Vision dataset\n\nThis contains the numpy array file of the huge ModelNet10 dataset.\n\nOriginal dataset size ~ 2.2 Gigabytes\n\nNumpy file size ~ 8 Gigabytes\n\nCompressed file size ~ 32 Megabytes\n\nThis can all be seen due to the very bad handling of binvox files, and on the top of that numpy arrays.\n\nPlease star this repo if you find this useful :grin:\n\n## Usage example -\n\n```python\nimport gzip\nimport numpy as np\nwith gzip.open('modelnet10.npy.gz','rb') as f:\n    arr=np.load(f)\n    print(type(arr),arr.shape)\n```\nOutput -\n```python\n\u003cclass 'numpy.ndarray'\u003e (3992, 1, 64, 64, 64)\n```\nLet's check if it works -\n```python\nimport matplotlib.pyplot as plt\nfig = plt.figure()\nax = fig.gca(projection='3d')\nax.voxels(arr[78][0],facecolors='red')\nplt.show()\n```\nOutput -\n\n![image](/assets/chair.png)\n\n## Scripts to generate from source\n\nIf you have raw OFF files, what you can do is go to the scripts folder, and look at the scripts I used to get to the final file format.\nI know they seem a joke, but I did not have the time to revitalize them, so make the changes accordingly :grin: .","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsomtambe%2Fmodelnet10-dataset","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsomtambe%2Fmodelnet10-dataset","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsomtambe%2Fmodelnet10-dataset/lists"}