{"id":22111722,"url":"https://github.com/agentmaker/papc","last_synced_at":"2025-10-18T13:02:21.649Z","repository":{"id":54278580,"uuid":"334451050","full_name":"AgentMaker/PAPC","owner":"AgentMaker","description":"PAPC is a deep learning for point clouds platform based on pure PaddlePaddle","archived":false,"fork":false,"pushed_at":"2022-03-23T16:33:14.000Z","size":981,"stargazers_count":63,"open_issues_count":0,"forks_count":6,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-10-28T06:58:16.481Z","etag":null,"topics":["classification","kd-networks","kd-unet","paddlepaddle","pointnet","pointnet2","pointpillars","pointrcnn","segmentation","voxnet"],"latest_commit_sha":null,"homepage":"","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/AgentMaker.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}},"created_at":"2021-01-30T15:54:19.000Z","updated_at":"2024-04-12T18:46:01.000Z","dependencies_parsed_at":"2022-08-13T10:50:21.081Z","dependency_job_id":null,"html_url":"https://github.com/AgentMaker/PAPC","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/AgentMaker%2FPAPC","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgentMaker%2FPAPC/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgentMaker%2FPAPC/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AgentMaker%2FPAPC/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AgentMaker","download_url":"https://codeload.github.com/AgentMaker/PAPC/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":227543361,"owners_count":17785195,"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":["classification","kd-networks","kd-unet","paddlepaddle","pointnet","pointnet2","pointpillars","pointrcnn","segmentation","voxnet"],"created_at":"2024-12-01T10:51:29.137Z","updated_at":"2025-10-18T13:02:21.598Z","avatar_url":"https://github.com/AgentMaker.png","language":"Python","readme":"English | [简体中文](README_CN.md)\n\n# PAPC\n\nWelcome to PAPC(Paddle PointCloud) which is a deep learning for point clouds platform based on pure PaddlePaddle.\n\n## Show\n\n![](https://ai-studio-static-online.cdn.bcebos.com/c43ee4383fa447f6abd3c6b6f27110d9ea649fa453f64b74af6b9753af3405ad)\n\n## Model Zoo\n### Clas\n- [VoxNet](./PAPC/models/classify/voxnet)\n- [Kd-Networks](./PAPC/models/classify/kdnet)\n- [PointNet-Basic](./PAPC/models/classify/pointnet_base)\n- [PointNet](./PAPC/models/classify/pointnet)\n- [PointNet++SSG](./PAPC/models/classify/pointnet2)\n- [PointNet++MSG](./PAPC/models/classify/pointnet2)\n### Seg\n- [Kd-Unet](./PAPC/models/segment/kdunet)\n- [PointNet-Basic](./PAPC/models/segment/pointnet_base)\n- [PointNet](./PAPC/models/segment/pointnet)\n- [PointNet++SSG](./PAPC/models/segment/pointnet2)\n- [PointNet++MSG](./PAPC/models/segment/pointnet2)\n### Detect\n- [Pointpillars](./PAPC/models/detect/pointpillars)\n\n\n## Dataset\nBased on ShapeNet dataset(.h5 format). Support custom dataset(data format refered to ShapeNet dataset).\n\n\n## Installation\n\n### Step 1. Install PaddlePaddle\n\nSystem Requirements:\n* PaddlePaddle \u003e= 2.0.0rc\n* Python \u003e= 3.6+\n\nHighly recommend you install the GPU version of PaddlePaddle, due to large overhead of pointcloud models, otherwise it could be out of memory while running the models. For more detailed installation tutorials, please refer to the official website of [PaddlePaddle](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.0-beta/install/index_cn.html)。\n\n### Step 2. Download PAPC repo\n\n```shell\ngit clone https://github.com/AgentMaker/PAPC.git\n```\n\n\n## Training\n\n### Help For Training\n```shell\npython train.py --help\n```\n\n### Quick Training\n```shell\npython train.py\n```\n\n\n## Better Experience\nThis project is mounted on Baidu AIStudio which provides a free GPU environment like Google Colab. You can run this project on it for free. \u003cbr\u003e\u003cbr\u003e\nUrl1: [Origin PAPC Project](https://aistudio.baidu.com/aistudio/projectdetail/1531789)\u003cbr\u003e\nUrl2: [PAPC Project](https://aistudio.baidu.com/aistudio/projectdetail/1555858)\n\n## Contact us\nEmail : [agentmaker@163.com]()\u003cbr\u003e\nQQ Group : 1005109853\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fagentmaker%2Fpapc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fagentmaker%2Fpapc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fagentmaker%2Fpapc/lists"}