{"id":16881479,"url":"https://github.com/swhl/ai-competition-collections","last_synced_at":"2025-05-16T11:02:23.711Z","repository":{"id":39059018,"uuid":"362654440","full_name":"SWHL/AI-Competition-Collections","owner":"SWHL","description":"AI比赛经验帖子 \u0026 训练和测试技巧帖子 集锦（收集整理各种人工智能比赛经验帖）","archived":false,"fork":false,"pushed_at":"2025-04-26T14:21:11.000Z","size":17021,"stargazers_count":376,"open_issues_count":1,"forks_count":39,"subscribers_count":9,"default_branch":"main","last_synced_at":"2025-04-26T15:27:37.076Z","etag":null,"topics":["competition","cv","data-discovery","graph-neural-networks","knowledge-graph","nlp","recommender-system","speech"],"latest_commit_sha":null,"homepage":"https://swhl.github.io/AI-Competition-Collections/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SWHL.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,"zenodo":null}},"created_at":"2021-04-29T01:31:09.000Z","updated_at":"2025-04-26T14:21:03.000Z","dependencies_parsed_at":"2023-02-12T11:01:11.129Z","dependency_job_id":"6813adf4-b9d0-4eed-a13e-b819d7ee70bc","html_url":"https://github.com/SWHL/AI-Competition-Collections","commit_stats":{"total_commits":367,"total_committers":1,"mean_commits":367.0,"dds":0.0,"last_synced_commit":"8eb410d0a26542b1b3e1dc572535ba5a339ba544"},"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SWHL%2FAI-Competition-Collections","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SWHL%2FAI-Competition-Collections/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SWHL%2FAI-Competition-Collections/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SWHL%2FAI-Competition-Collections/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SWHL","download_url":"https://codeload.github.com/SWHL/AI-Competition-Collections/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254518383,"owners_count":22084374,"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":["competition","cv","data-discovery","graph-neural-networks","knowledge-graph","nlp","recommender-system","speech"],"created_at":"2024-10-13T16:02:45.929Z","updated_at":"2025-05-16T11:02:23.662Z","avatar_url":"https://github.com/SWHL.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## AI比赛经验帖子 \u0026 训练和测试技巧帖子集锦\n\n\u003e 从他人比赛经验中，总是可以学到很多东西\n\n欢迎您贡献看到的AI比赛经验帖子，可以通过点击[🌈贡献AI比赛经验帖子](https://www.wjx.cn/vm/PRivSRh.aspx#)，或扫码填写。(当然直接提PR更欢迎)\n\n![收集表](https://user-images.githubusercontent.com/28639377/222939092-5e118d92-0010-4ee1-870a-5891d6b07e66.png?width=15vw)\n\n### 赛事经验帖\n\n- CV赛事经验帖\n    - [图像分类](./CV/图像分类.md)\n    - [目标检测](./CV/目标检测.md)\n    - [OCR](./CV/OCR.md)\n    - [多模态](./CV/多模态.md)\n    - [图像分割](./CV/图像分割.md)\n    - [对抗攻击](./CV/对抗攻击.md)\n    - [比赛技巧](./CV/比赛技巧.md)\n    - [关键点检测识别](./CV/关键点检测识别.md)\n    - [视频理解](./CV/视频理解.md)\n    - [图像篡改检测](./CV/图像篡改检测.md)\n    - [AI算法](./CV/AI算法.md)\n    - [图像压缩](./CV/图像压缩.md)\n    - [图像视频修复 | 增强 | 重建 | 超分](./CV/图像视频修复_增强_重建_超分.md)\n    - [行为识别](./CV/行为识别.md)\n    - [人脸识别](./CV/人脸识别.md)\n    - [图像检索](./CV/图像检索.md)\n    - [综合类型](./CV/综合类型.md)\n    - [自动驾驶](./CV/自动驾驶.md)\n    - [图像检索](./CV/图像检索.md)\n    - [目标计数](./CV/目标计数.md)\n    - [其他](./CV/其他.md)\n- [NLP赛事经验帖](./NLP.md)\n- [语音赛事经验帖](./Speech.md)\n- [Others](./Others.md) (推荐系统|数据挖掘|知识图谱|图网络|多智能体决策|蛋白质结构预测|智能机器人等)\n- [比赛经验分享](./Interview.md)\n- [语言大模型比赛经验分享](./LLM.md)\n\n### 竞赛文章公众号\n\n| **公众号名称** | **简单介绍** |\n|:---:|:---|\n|Kaggle竞赛宝典| 数据竞赛Top方案，竞赛黑科技，竞赛到入职的一些感想。|\n| DataFountain | DF平台 \\(www\\.datafountain\\.cn\\) 官方公众号，有趣有料的大数据社群，从今天起，爱上这碗数据汤。|\n| Datawhale | 一个专注于AI领域的开源组织，汇聚了众多优秀学习者，愿景：for the learnner,和学习者一起成长。|\n| 世界AI创新大赛 | 世界人工智能创新大赛（AIWIN），是世界人工智能大会的组成部分之一。|\n\n### 其他信息汇总平台\n\n| **平台名称** | **简单介绍** |\n|:---:|:---|\n|[Kaggle Solutions](https://farid.one/kaggle-solutions/)|列出了过去Kaggle比赛中顶尖选手分享的几乎所有可用解决方案和想法。|\n|[nlp-competitions-list-review](https://github.com/zhpmatrix/nlp-competitions-list-review)|复盘所有NLP比赛的TOP方案，只关注NLP比赛|\n\n### 竞赛平台\n\n| **平台名称** | **简单介绍** |\n|:---:|:---|\n|[CompHub](https://comphub.notion.site/comphub/CompHub-c353e310c8f84846ace87a13221637e8) | 实时聚合国内外技术比赛，一个页面，全知道。 |\n|[科大讯飞 A\\.I\\.开发者大赛](https://challenge.xfyun.cn/) | 全平台比赛信息汇总平台，涵盖CV/NLP/Speech/数据挖掘等比赛，短平快 |\n| [Coggle数据科学](https://coggle.club/) | 全平台比赛信息汇总平台 |\n| [DataFountain](https://www.datafountain.cn/competitions) | 涉及CV、NLP、数据挖掘等全面的比赛平台 |\n| [和鲸社区](https://www.heywhale.com/home/competitions) | 综合性比赛平台，侧重数据科学、机器人一些 |\n| [FlyAI](https://www.flyai.com/) | 涉及视觉计算、自然语言处理、语音、结构化数据等 |\n| [CodaLab](https://competitions.codalab.org/competitions) | 多数为学术型的竞赛平台，包括一些学术会议的附赛 |\n| [天池](https://tianchi.aliyun.com/competition/gameList/activeList) | 比较有名，不作过多说明 |\n| [同花顺算法平台](http://contest.aicubes.cn/#/) | 来源于真实场景业务问题，CV\\\\NLP\\\\语音都有涉及 |\n| [Kaggle](https://www.kaggle.com/competitions) | 比较有名，不作过多说明 |\n| [AIWIN](http://ailab.aiwin.org.cn/competitions/) | 一个比较小众的平台，涉及CV较多一些，每年有两次\\(春季赛\\|秋季赛\\) |\n\n### [贡献者汇总](https://github.com/SWHL/AI-Competition-Collections/issues/2)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswhl%2Fai-competition-collections","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fswhl%2Fai-competition-collections","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswhl%2Fai-competition-collections/lists"}