{"id":45149,"url":"https://github.com/PaddlePaddle/awesome-DeepLearning","name":"awesome-DeepLearning","description":"深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI","projects_count":143,"last_synced_at":"2026-08-01T20:00:20.866Z","repository":{"id":37624528,"uuid":"227347371","full_name":"PaddlePaddle/awesome-DeepLearning","owner":"PaddlePaddle","description":"深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI","archived":false,"fork":false,"pushed_at":"2024-07-25T00:51:28.000Z","size":501410,"stargazers_count":3638,"open_issues_count":448,"forks_count":860,"subscribers_count":111,"default_branch":"master","last_synced_at":"2026-07-13T17:03:22.072Z","etag":null,"topics":["bert","classification","cnn","detection","dqn","dssm","dynabert","gan","nlp","pose","recommender-system","reinforcement-learning","rnn","sarsa","segmentation","tinybert","transformer","video"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/PaddlePaddle.png","metadata":{"files":{"readme":null,"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":"2019-12-11T11:14:49.000Z","updated_at":"2026-07-13T17:02:35.000Z","dependencies_parsed_at":"2022-07-25T03:24:15.142Z","dependency_job_id":"a9967864-f4d9-412b-9258-43e43973cd3e","html_url":"https://github.com/PaddlePaddle/awesome-DeepLearning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/PaddlePaddle/awesome-DeepLearning","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2Fawesome-DeepLearning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2Fawesome-DeepLearning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2Fawesome-DeepLearning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2Fawesome-DeepLearning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PaddlePaddle","download_url":"https://codeload.github.com/PaddlePaddle/awesome-DeepLearning/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaddlePaddle%2Fawesome-DeepLearning/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":36168841,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-07-20T02:08:10.276Z","status":"online","status_checked_at":"2026-08-01T02:00:05.789Z","response_time":100,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"created_at":"2024-01-13T21:19:04.593Z","updated_at":"2026-08-01T20:00:20.866Z","primary_language":null,"list_of_lists":false,"displayable":true,"categories":["\u003cspan id ='dive'\u003e《动手学深度学习》paddle版\u003c/span\u003e","\u003cspan id =1\u003e 零基础实践深度学习\u003c/span\u003e","\u003cspan id ='3'\u003e特色课 - Transformer系列\u003c/span\u003e","\u003cspan id ='5'\u003e飞桨学术案例集\u003c/span\u003e","\u003cspan id ='2'\u003e深度学习百问\u003c/span\u003e","\u003cspan id ='5'\u003e飞桨应用案例集\u003c/span\u003e","\u003cspan id='fj'\u003e飞桨各产品学习资料汇总\u003c/span\u003e"],"sub_categories":["贡献者"],"readme":"# 一、项目简介\n\n本项目是[飞桨官方](https://www.paddlepaddle.org.cn/?fr=paddleEdu_github)出品的一站式深度学习在线百科，飞桨致力于让深度学习技术的创新与应用更简单，更多飞桨内容欢迎访问[飞桨官网](https://www.paddlepaddle.org.cn/?fr=paddleEdu_github)。本项目内容涵盖：\n\n📒课程类：[**零基础实践深度学习**](https://aistudio.baidu.com/aistudio/course/introduce/1297)、**产业实践深度学习**、**[特色课程](https://aistudio.baidu.com/aistudio/education/group/info/24322)、飞桨套件课程汇总资料**\n\n📒书籍类：**《动手学深度学习》飞桨版**\n\n📒宝典类：[**深度学习百问**](https://paddlepedia.readthedocs.io/en/latest/index.html)、**面试宝典**\n\n📒案例类：**[飞桨产业实践范例库](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/Paddle_Industry_Practice_Sample_Library)**（包含智慧城市：[火灾烟雾检测](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/Paddle_Industry_Practice_Sample_Library/Fire_and_Smoke_Detection)、 [安全帽检测](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/Paddle_Industry_Practice_Sample_Library/Hemtle%20Detection) ；智能制造：[钢材缺陷检测](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/Paddle_Industry_Practice_Sample_Library/paddlex_steel_defect_seg-master) 、 [机械手抓取](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/Paddle_Industry_Practice_Sample_Library/robot_grab)；互联网：[财报识别与关键字段抽取](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/Paddle_Industry_Practice_Sample_Library/Report_Recognition_and_Analysis) 等。\n\n从理论到实践，从科研到产业应用，各类学习材料一应俱全，旨在帮助开发者高效地学习和掌握深度学习知识，快速成为AI跨界人才。\n\n\u003ccenter\u003e\u003cimg src=\"./docs/images/cover/repo_cover1.png\" width=60%\u003e\u003c/center\u003e\n\n* **内容全面**：无论您是深度学习初学者，还是资深用户，都可以在本项目中快速获取到需要的学习材料。\n* **形式丰富**：材料形式多样，包括可在线运行的notebook、视频、书籍、B站直播等，满足您随时随地学习的需求。\n* **实时更新**：本项目中涉及到的代码均匹配Paddle最新发布版本，开发者可以实时学习最新的深度学习任务实现方案。\n* **前沿分享**：定期分享顶会最新论文解读和代码复现，开发者可以实时掌握最新的深度学习算法。\n\n#### \u003cspan id = '0'\u003e如果本项目对您有帮助，欢迎点击网页右上方进行star❤️\u003c/span\u003e\n\n---\n\n## 👨‍🏫我是高校用户\n\n| 我希望：     | 我可以学习：                                                 |\n| ------------ | ------------------------------------------------------------ |\n| 入门深度学习 | 零基础实践深度学习[:arrow_heading_down:](#1)、深度学习百问[:arrow_heading_down:](#2)、动手学深度学习paddle版[:arrow_heading_down:](#dive) |\n| 进阶深度学习 | 产业实践深度学习、深度学习百问[:arrow_heading_down:](#2)、面试宝典[:arrow_heading_down:](#6) |\n| 趣味深度学习 | 特色课程[:arrow_heading_down:](#3)、[飞桨产业实践范例库](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/Paddle_Industry_Practice_Sample_Library) |\n\n## 👨‍💻我是企业用户\n\n| 我希望：     | 我可以学习：                                                 |\n| ------------ | ------------------------------------------------------------ |\n| 入门深度学习 | 零基础实践深度学习[:arrow_heading_down:](#1)、深度学习百问[:arrow_heading_down:](#2)、动手学深度学习paddle版[:arrow_heading_down:](#dive) |\n| 进阶深度学习 | 产业实践深度学习、特色课程[:arrow_heading_down:](#3)、面试宝典[:arrow_heading_down:](#6) |\n| 实践深度学习 | [飞桨产业实践范例库](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/Paddle_Industry_Practice_Sample_Library)、飞桨各产品课程[:arrow_heading_down:](#fj) |\n\n---\n\n# 二、项目内容\n\n# 👉课程类\n\n## \u003cspan id =1\u003e 零基础实践深度学习\u003c/span\u003e\n\n  - **AI Studio在线课程：[《零基础实践深度学习》](https://aistudio.baidu.com/aistudio/course/introduce/1297\n    )**：理论和代码结合、实践与平台结合，包含20小时视频课程，由百度杰出架构师、飞桨产品负责人和资深研发人员共同打造。\n\n    \u003ccenter\u003e\u003cimg src=\"./docs/images/cover/0_cover.png\"/\u003e\u003c/center\u003e\u003cbr\u003e\u003c/br\u003e\n\n\n  - **《零基础实践深度学习》书籍**：本课程配套书籍，由清华出版社2020年底发行，京东/当当等电商均有销售。\n\n    \u003ccenter\u003e\u003cimg src=\"https://github.com/ZhangHandi/images-for-paddledocs/blob/main/images/readme/book.png?raw=true\"/\u003e\u003c/center\u003e\u003cbr\u003e\u003c/br\u003e\n\n## \u003cspan id ='3'\u003e特色课 - Transformer系列\u003c/span\u003e\n\n飞桨教育官方出品的Transformer系列内容解读可以参考以下两个平台。\n\n* Transformer原理和实践系列课：https://aistudio.baidu.com/aistudio/education/group/info/24683\n\n* 飞桨教育官方账号：https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086\n\n| 领域                          | **章节名称**                                     | 课程简介                                               | notebook链接                                    |\n| ----------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |\n| NLP   | 经典的预训练语言模型(上)-预训练模型发展历史 | 介绍预训练语言模型的发展历史，word2vec，elmo，bert，gpt，bert一些拓展。 | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2287294) |\n| NLP      | 经典的预训练模型(上)-ELMo                   | 全面详细的介绍ELMo模型结构，优缺点等。                       | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2287335) |\n| NLP      | 经典的预训练模型(上)-Transformer            | 讲解Transformer的基本原理，包括Embedding，self-attention，encoder，decoder，复杂度计算，共享机制等内容。 | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2287386) |\n| NLP      | 经典的预训练模型(下)-GPT                    | 全面详细的介绍GPT的原理，预训练和finetune模式，GPT模型结构，优缺点等。 | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2295114) |\n| NLP      | 经典的预训练模型(下)-BERT                   | 全面详细的介绍BERT的基本原理，预训练任务和fine tune的方式，BERT本身的模型结构，优缺点等。 | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2297740) |\n| NLP      | 预训练模型之自然语言理解-RoBERTa            | 讲解预训练模型在自然语言理解方面的改进--RoBERTa              | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2299099) |\n| NLP      | 预训练模型之自然语言理解-ERNIE              | 讲解预训练模型之自然语言理解的改进：ERNIE                    | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2299380) |\n| NLP      | 预训练模型之自然语言理解-KBERT              | 讲解预训练模型之自然语言理解的改进：KBERT                    | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2307309) |\n| NLP      | 预训练模型之自然语言理解-THU-ERNIE          | 讲解预训练模型之自然语言理解的改进：THU-ERNIE                | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2307342) |\n| NLP | 预训练模型之长序列建模-Transformer-XL | 讲解预训练模型之长序列建模的改进：Transformer-XL | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2307389) |\n| NLP | 预训练模型之长序列建模-XLNet | 讲解自然语言理解之长序列建模的改进：XLNet | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2307494) |\n| NLP      | 预训练模型之长序列建模-Longformer           | 讲解预训练模型之长序列建模的改进：Longformer                 | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2307544) |\n| 模型优化 | 预训练模型-高效结构                         | 基于ELECTRA的标点符号预测                                    | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2294324) |\n| 模型优化 | 预训练模型-蒸馏                             | 预训练模型蒸馏算法：Patient-KD、DistilBERT、TinyBERT、DynaBERT模型详解，以及使用DynaBERT策略对TinyBERT进行模型蒸馏 | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2258091) |\n| CV       | 图像领域的Transformer-Vit,DeiT              | 详细讲解ViT 以及 DeiT原理                                    | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2299267) |\n| CV       | 图像领域的Transformer-Swin Transformer      | 详细讲解Swin Transformer原理                                 | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2292148) |\n| CV | CV领域的Transformer模型DETR在目标检测任务中的应用 | 详细讲解DETR原理及代码解析 | [notebook链接](https://aistudio.baidu.com/aistudio/projectdetail/2290729) |\n\n返回[:arrow_heading_up:](#0)\n\n-----\n\n# 👉书籍类\n\n## \u003cspan id ='dive'\u003e《动手学深度学习》paddle版\u003c/span\u003e\n\n本项目将《[动手学深度学习](http://zh.d2l.ai/)》原书中MXNet代码实现改为PaddlePaddle实现。原书作者：阿斯顿·张、李沐、扎卡里 C. 立顿、亚历山大 J. 斯莫拉以及其他社区贡献者，GitHub地址：https://github.com/d2l-ai/d2l-zh。\n\n本项目面向对深度学习感兴趣，尤其是想使用PaddlePaddle进行深度学习的童鞋。本项目并不要求你有任何深度学习或者机器学习的背景知识，你只需了解基础的数学和编程，如基础的线性代数、微分和概率，以及基础的Python编程。\n\n\u003cdiv align=center\u003e\n\u003cimg width=\"500\" src=\"./Dive-into-DL-paddlepaddle/docs/img/cover.jpg\"\u003e\n\u003c/div\u003e\n返回[:arrow_heading_up:](#0)\n\n\n----\n\n# 👉宝典类\n\n## \u003cspan id ='2'\u003e深度学习百问\u003c/span\u003e\n\n深度学习百问内容包含深度学习基础篇、深度学习进阶篇、深度学习应用篇、强化学习篇以及面试宝典，详细信息请参阅[Paddle知识点文档平台](https://paddlepedia.readthedocs.io/en/latest/index.html)。\n\n* **深度学习基础篇**  \n\n  1. [深度学习](https://paddlepedia.readthedocs.io/en/latest/tutorials/deep_learning/index.html#)  \n\n  2. [卷积神经网络](https://paddlepedia.readthedocs.io/en/latest/tutorials/CNN/index.html)  \n\n  3. [序列模型](https://paddlepedia.readthedocs.io/en/latest/tutorials/sequence_model/index.html)  \n\n* **深度学习进阶篇**  \n\n  1. [预训练模型](https://paddlepedia.readthedocs.io/en/latest/tutorials/pretrain_model/index.html)\n  2. [对抗神经网络](https://paddlepedia.readthedocs.io/en/latest/tutorials/generative_adversarial_network/index.html)  \n\n* **深度学习应用篇**  \n\n  1. [计算机视觉](https://paddlepedia.readthedocs.io/en/latest/tutorials/computer_vision/index.html)  \n  2. [自然语言处理](https://paddlepedia.readthedocs.io/en/latest/tutorials/natural_language_processing/index.html)  \n  3. [推荐系统](https://paddlepedia.readthedocs.io/en/latest/tutorials/recommendation_system/index.html)  \n\n* **产业实践篇**  \n\n  1. [模型压缩](https://paddlepedia.readthedocs.io/en/latest/tutorials/model_compress/index.html)\n  2. [模型部署](https://paddlepedia.readthedocs.io/en/latest/tutorials/model_deployment/index.html)  \n\n* **强化学习篇**  \n\n  1. [强化学习](https://paddlepedia.readthedocs.io/en/latest/tutorials/reinforcement_learning/index.html)  \n\n* \u003cspan id ='6'\u003e**面试宝典**\u003c/span\u003e  \n  1.  [深度学习基础常见面试题](https://paddlepedia.readthedocs.io/en/latest/tutorials/interview_questions/interview_questions.html)\n  2. [卷积模型常见面试题](https://paddlepedia.readthedocs.io/en/latest/tutorials/interview_questions/interview_questions.html#id2)\n  3. [预训练模型常见面试题](https://paddlepedia.readthedocs.io/en/latest/tutorials/interview_questions/interview_questions.html#id3)\n  4. [对抗神经网络常见面试题](https://paddlepedia.readthedocs.io/en/latest/tutorials/interview_questions/interview_questions.html#id4)\n  5. [计算机视觉常见面试题](https://paddlepedia.readthedocs.io/en/latest/tutorials/interview_questions/interview_questions.html#id5)\n  6. [自然语言处理常见面试题](https://paddlepedia.readthedocs.io/en/latest/tutorials/interview_questions/interview_questions.html#id6)\n  7. [推荐系统常见面试题](https://paddlepedia.readthedocs.io/en/latest/tutorials/interview_questions/interview_questions.html#id7)\n  8.  [模型压缩常见面试题](https://paddlepedia.readthedocs.io/en/latest/tutorials/interview_questions/interview_questions.html#id8)\n  9.  [强化学习常见面试题](https://paddlepedia.readthedocs.io/en/latest/tutorials/interview_questions/interview_questions.html#id9)\n\n\n返回[:arrow_heading_up:](#0)\n\n-----\n\n# 👉案例类\n\n## \u003cspan id ='5'\u003e飞桨应用案例集\u003c/span\u003e\n\n| 领域         | 产业案例                                                     | 来源                                                         | 更多内容                                                     |\n| ------------ | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |\n| **智能工业** | [厂区传统仪表统计监测](https://paddlex.readthedocs.io/zh_CN/develop/examples/meter_reader.html) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智能工业** | [新能源汽车锂电池隔膜质检](https://www.paddlepaddle.org.cn/support/news?action=detail\u0026id=2104) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智能工业** | [天池铝材表面缺陷检测](https://paddlex.readthedocs.io/zh_CN/develop/examples/industrial_quality_inspection/README.html) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智能工业** | [安全帽检测](https://github.com/PaddleCV-FAQ/PaddleDetection-FAQ/blob/main/Lite%E9%83%A8%E7%BD%B2/yolov3_for_raspi.md) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧城市** | [高尔夫球场遥感监测](https://www.paddlepaddle.org.cn/support/news?action=detail\u0026id=2103) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧城市** | [积雪语义分割](https://paddlex.readthedocs.io/zh_CN/develop/examples/multi-channel_remote_sensing/README.html) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧城市** | [戴口罩的人脸识别](https://aistudio.baidu.com/aistudio/projectdetail/267322?channelType=0\u0026channel=0) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧交通** | [车道线分割和红绿灯安全检测](https://github.com/PaddlePaddle/PaddleDetection/blob/release/2.1/configs/vehicle/README_cn.md) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧交通** | [【PaddleDetection2.0专项】PP-YOLOv2](https://aistudio.baidu.com/aistudio/projectdetail/1922155?channelType=0\u0026channel=0) | 飞桨PaddleDet                                                | [更多paddleDet案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/330600) |\n| **智慧交通** | [PaddleX助力无人驾驶（基于YOLOv3的车辆检测和车道线分割）](https://aistudio.baidu.com/aistudio/projectdetail/464339?channelType=0\u0026channel=0) | 开发者[BIT可达鸭](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/67156) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧交通** | [eblite_标志物检测](https://aistudio.baidu.com/aistudio/projectdetail/596152?channelType=0\u0026channel=0) | 开发者[TobeWell](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/59591) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧交通** | [PaddleOCR: 车牌识别](https://aistudio.baidu.com/aistudio/projectdetail/739559?channelType=0\u0026channel=0) | 飞桨开发者[寂寞你快进去](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/180581) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧农林** | [耕地地块识别](https://mp.weixin.qq.com/s/JlDVmYlhN7sF0hpRlncDNw) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧农林** | [AI识虫](https://aistudio.baidu.com/aistudio/projectdetail/439888) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧农林** | [更快更强！ 高效快速的PP-YOLO实战演练](https://aistudio.baidu.com/aistudio/projectdetail/708923?channelType=0\u0026channel=0) | 飞桨PaddleDet                                                | [更多paddleDet案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/330600) |\n| **智慧农林** | [PaddleX快速上手-Faster RCNN目标检测](https://aistudio.baidu.com/aistudio/projectdetail/439888?channelType=0\u0026channel=0) | 飞桨PaddleX                                                  | [更多PaddleX案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/189619) |\n| **智慧农林** | [AI识虫检测分享](https://aistudio.baidu.com/aistudio/projectdetail/289616?channelType=0\u0026channel=0) | 开发者[aaaLKgo](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/110992) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧农林** | [基于PaddleX实现森林火灾监测](https://aistudio.baidu.com/aistudio/projectdetail/1968964?channelType=0\u0026channel=0) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧医疗** | [医学常见中草药分类](https://aistudio.baidu.com/aistudio/projectdetail/1434738?channelType=0\u0026channel=0) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧医疗** | [眼疾识别](https://www.paddlepaddle.org.cn/tutorials/projectdetail/1630501) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧医疗** | [基于Paddle的肝脏CT影像分割](https://aistudio.baidu.com/aistudio/projectdetail/250994?channelType=0\u0026channel=0) | 开发者[代码生成器](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/33061) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **智慧医疗** | [PaddleHub 肺炎CT影像分析](https://aistudio.baidu.com/aistudio/projectdetail/289819?channelType=0\u0026channel=0) | 飞桨PaddleHub                                                | [更多PaddleHub案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/79927) |\n| **智慧医疗** | [基于飞桨PGL的高致病性传染病的传播趋势预测基线系统](https://aistudio.baidu.com/aistudio/projectdetail/457185?channelType=0\u0026channel=0) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [人摔倒检测](https://aistudio.baidu.com/aistudio/projectdetail/2071768) | 开发者[Niki_173](https://github.com/Niki173)                 | [该开发者更多案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/474269) |\n| **其他**     | [足球比赛动作定位](https://github.com/PaddlePaddle/PaddleVideo/tree/application/FootballAction) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [基于强化学习的飞行器仿真](https://github.com/PaddlePaddle/PARL/tree/develop/examples/tutorials/homework/lesson5/ddpg_quadrotor) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [基于ERNIE-Gram实现语义匹配](https://aistudio.baidu.com/aistudio/projectdetail/2247755) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [『NLP打卡营』实践课5：文本情感分析](https://aistudio.baidu.com/aistudio/projectdetail/1968542?channelType=0\u0026channel=0) | 飞桨PaddleNLP                                                | [更多飞桨PaddleNLP案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/574995) |\n| **其他**     | [『NLP经典项目集』03：利用情感分析选择年夜饭](https://aistudio.baidu.com/aistudio/projectdetail/1468469?channelType=0\u0026channel=0) | 飞桨PaddleNLP                                                | [更多飞桨PaddleNLP案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/574995) |\n| **其他**     | [分类任务：如何在客服对话中，识别客户情绪的好坏](https://aistudio.baidu.com/aistudio/projectdetail/121630?channelType=0\u0026channel=0) | 开发者[中大bbking](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/34238) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [『NLP打卡营』实践课3：使用预训练模型实现快递单信息抽取](https://aistudio.baidu.com/aistudio/projectdetail/1329361?channelType=0\u0026channel=0) | 飞桨PaddleNLP                                                | [更多飞桨PaddleNLP案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/574995) |\n| **其他**     | [发愁七夕文案？PaddleHub情话生成送给你 (文内含七夕抽奖)](https://aistudio.baidu.com/aistudio/projectdetail/746002?channelType=0\u0026channel=0) | 飞桨PaddleHub                                                | [更多PaddleHub案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/79927) |\n| **其他**     | [基于PaddleDetection的PCB瑕疵检测](https://aistudio.baidu.com/aistudio/projectdetail/2240725) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [基于百度飞桨的单/多镜头行人追踪（非官方Baseline）](https://aistudio.baidu.com/aistudio/projectdetail/1411754?channelType=0\u0026channel=0) | 开发者[BIT可达鸭](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/67156) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [PaddleLite树莓派从0到1：安全帽检测小车部署（一）](https://aistudio.baidu.com/aistudio/projectdetail/1059610?channelType=0\u0026channel=0) | 开发者[深渊上的炕](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/90149) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [PaddleX、PP-Yolo：手把手教你训练、加密、部署目标检测模型](https://aistudio.baidu.com/aistudio/projectdetail/920753?channelType=0\u0026channel=0) | 开发者[深渊上的炕](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/90149) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [中文语音识别](https://aistudio.baidu.com/aistudio/projectdetail/2280562) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [PaddleHub一键OCR中文识别(超轻量8.1M模型，火爆)](https://aistudio.baidu.com/aistudio/projectdetail/507159?channelType=0\u0026channel=0) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [老北京城影像修复](https://aistudio.baidu.com/aistudio/projectdetail/1161285?channelType=0\u0026channel=0) | 飞桨PaddleGAN                                                | [更多PaddleGAN案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/52570) |\n| **其他**     | [飞桨创意之星 宋代诗人念诗的秘密——PaddleGAN实现精准唇形合成](https://aistudio.baidu.com/aistudio/projectdetail/1463208?channelType=0\u0026channel=0) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [通过OCR实现验证码识别](https://aistudio.baidu.com/aistudio/projectdetail/1100507?channelType=0\u0026channel=0) | 飞桨官方                                                     | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [PaddleHub一键OCR中文识别（超轻量8.1M模型，火爆）](https://aistudio.baidu.com/aistudio/projectdetail/507159?channelType=0\u0026channel=0) | 飞桨PaddleHub                                                | [更多PaddleHub案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/79927) |\n| **其他**     | [全流程，从零搞懂基于PaddlePaddle的图像分割](https://aistudio.baidu.com/aistudio/projectdetail/1674328?channelType=0\u0026channel=0) | 开发者[nanting03](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/129509) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [负荷预测0.1](https://aistudio.baidu.com/aistudio/projectdetail/2183242?channelType=0\u0026channel=0) | 开发者[gaomaosheng0](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/29822) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | [AI 实现皮影戏，传承正在消失的艺术](https://aistudio.baidu.com/aistudio/projectdetail/764130?channelType=0\u0026channel=0) | 开发者[Zohar](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/331031) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **其他**     | 『[深度学习7日打卡营』人脸关键点检测](https://aistudio.baidu.com/aistudio/projectdetail/1487972?channelType=0\u0026channel=0) | 开发者[TC.Long](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/157251) | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase) |\n| **强化学习** | [DDPG算法应用于股票量化交易](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/examples/DDPG%20for%20Stock%20Trading) | 开发者                                                       | [更多飞桨案例](https://www.paddlepaddle.org.cn/customercase?fr=paddleEdu_github) |\n\n## \u003cspan id ='5'\u003e飞桨学术案例集\u003c/span\u003e\n\n| 技术方向     | 学术案例                                                     | 来源                                                         | 更多内容                                                     |\n| ------------ | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |\n| 机器学习     | [鸢尾花分类](https://aistudio.baidu.com/aistudio/projectdetail/78918?channelType=0\u0026channel=0) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 前馈神经网络 | [波士顿房价预测](https://aistudio.baidu.com/aistudio/projectdetail/79112?channelType=0\u0026channel=0) | [开发者AIStudioHelper](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/47528) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分类     | [手写数字识别](https://aistudio.baidu.com/aistudio/projectdetail/325575?channelType=0\u0026channel=0) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分类     | [猫狗分类](https://aistudio.baidu.com/aistudio/projectdetail/78960?channelType=0\u0026channel=0) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分类     | [图像分类网络VGG在多表情识别任务中的应用](https://aistudio.baidu.com/aistudio/projectdetail/2369842) | [开发者之雍Jerry](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/530098) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分类     | [图像分类-ResNet](https://aistudio.baidu.com/aistudio/projectdetail/56779?channelType=0\u0026channel=0) | [开发者笨笨](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/39) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分类     | [用PaddlePaddle实现图像分类-SE_ResNeXt](https://aistudio.baidu.com/aistudio/projectdetail/169410?channelType=0\u0026channel=0) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分类     | [深入理解图像分类中的Transformer-Vit,DeiT](https://aistudio.baidu.com/aistudio/projectdetail/2293050) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分类     | [Swin   Transformer](https://aistudio.baidu.com/aistudio/projectdetail/2280436) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分类     | [小样本学习(Few-Shot   Learning)](https://aistudio.baidu.com/aistudio/projectdetail/2342018?channelType=0\u0026channel=0) | [开发者DeepGeGe](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/746341) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分割     | [经典实例分割模型Mask   RCNN](https://aistudio.baidu.com/aistudio/projectdetail/122273?channelType=0\u0026channel=0) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分割     | [PaddleSeg_DeepLabv3+](https://aistudio.baidu.com/aistudio/projectdetail/226703?channelType=0\u0026channel=0) | [飞桨PaddleSeg](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/96056) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像分割     | [基于PaddlePaddle的语义分割DeepLabV3+实现](https://aistudio.baidu.com/aistudio/projectdetail/124366?channelType=0\u0026channel=0) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像检测     | [深度学习进阶-目标检测](https://aistudio.baidu.com/aistudio/projectdetail/78972?channelType=0\u0026channel=0) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像检测     | [一文详解yolov3目标检测算法](https://aistudio.baidu.com/aistudio/projectdetail/2240328) | [开发者AIStudio96069](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/96069) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 图像检测     | [CV领域的Transformer模型DETR在目标检测任务中的应用](https://aistudio.baidu.com/aistudio/projectdetail/2290729) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 视频分类     | [TSN视频分类](https://aistudio.baidu.com/aistudio/projectdetail/2280460) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 视频分类     | [Paddle2.1实现视频理解经典模型  — TSM](https://aistudio.baidu.com/aistudio/projectdetail/2311166?contributionType=1) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 视频分类     | [基于Attention和Bi-LSTM实现视频分类](https://aistudio.baidu.com/aistudio/projectdetail/2313514) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 视频分类     | [CV领域的Transformer模型TimeSformer实视频理解](https://aistudio.baidu.com/aistudio/projectdetail/2291410) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| GAN          | [一文搞懂生成对抗网络之经典GAN（动态图、VisualDL2.0）](https://aistudio.baidu.com/aistudio/projectdetail/551962?channelType=0\u0026channel=0) | [开发者FutureSI](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/76563) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| GAN          | [基于PaddlePaddle的StarGAN,AttGAN,STGAN算法](https://aistudio.baidu.com/aistudio/projectdetail/169439?channelType=0\u0026channel=0) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| OCR          | [文字识别-CRNN](https://aistudio.baidu.com/aistudio/projectdetail/190025?channelType=0\u0026channel=0) | [开发者哦吼](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/34706) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| NLP          | [基于ERNIE实现9项GLUE任务](https://aistudio.baidu.com/aistudio/projectdetail/2345396) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| NLP          | [NLP领域的XLNet模型在情感分析中的应用](https://aistudio.baidu.com/aistudio/projectdetail/2333184) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| NLP          | [NLP领域中的ERNIE模型在阅读理解中的应用](https://aistudio.baidu.com/aistudio/projectdetail/2333137) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| NLP          | [NLP领域的ELECTRA在符号预测上的应用](https://aistudio.baidu.com/aistudio/projectdetail/2311092) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| NLP          | [NLP领域的Transformer在机器翻译上的应用](https://aistudio.baidu.com/aistudio/projectdetail/2311016) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| NLP          | [【Paddle打比赛】讯飞赛题—中文问题相似度挑战赛0.9+Baseline](https://aistudio.baidu.com/aistudio/projectdetail/2271498) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| NLP          | [用PaddlePaddle实现BERT](https://aistudio.baidu.com/aistudio/projectdetail/122282?channelType=0\u0026channel=0) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 多模态       | [【Paddle   CLIP】你写啥他画啥，一个专属于你的小画家](https://aistudio.baidu.com/aistudio/projectdetail/2332016?channelType=0\u0026channel=0) | [PaddleFleet](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/940489) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 强化学习     | [从代码到论文理解并复现MADDPG算法(PARL)](https://aistudio.baidu.com/aistudio/projectdetail/637951?channelType=0\u0026channel=0) | [开发者Mr.郑先生_](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/147378) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 推荐         | [基于DeepFM 模型的点击率预估](https://github.com/PaddlePaddle/awesome-DeepLearning/tree/master/examples/DeepFM for CTR Prediction) | [PaddleEdu](https://github.com/PaddlePaddle/awesome-DeepLearning) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 推荐         | [基于DSSM的电影推荐](https://aistudio.baidu.com/aistudio/projectdetail/2324144) | [AIStudio官方](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7) | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n| 知识蒸馏     | [基于CIFAR100的SSLD蒸馏实验](https://github.com/PaddlePaddle/PaddleClas/blob/release/2.2/docs/zh_CN/advanced_tutorials/distillation/distillation.md) | [PaddleClas](https://github.com/PaddlePaddle/PaddleClas)     | [更多飞桨案例](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086) |\n\n返回[:arrow_heading_up:](#0)\n\n----\n\n# 👉竞赛类\n\n| 领域     | 竞赛案例                                                     | 来源                                                         |介绍                                                         |\n| -------- | ---------------| ---- | ---- |\n| 机器学习 |   [【Paddle打比赛】个贷违约预测Baseline+ 0.607](https://aistudio.baidu.com/aistudio/projectdetail/2466206)                                                           |[开发者w5688414](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/169515)|         DataFountain个贷违约预测，参考官方的baseline并用paddle进行改进                                                  |\n| NLP      | [【Paddle打比赛】讯飞赛题—中文问题相似度挑战赛0.9+Baseline](https://aistudio.baidu.com/aistudio/projectdetail/2271498) |[PaddleEdu](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/908086)| 中文问题相似度挑战赛paddle版本Baseline，基于paddlenlp通过预训练模型的微调完成问题相似度评定任务 |\n| NLP      | [基于PaddleHub的疫情期间网民情绪识别](https://aistudio.baidu.com/aistudio/projectdetail/294224?channelType=0\u0026channel=0) | [开发者CChan](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/82456)| 本项目为疫情期间网民情绪识别比赛的解决方案。使用了PaddleHub和ERNIE实现对疫情期间微博文本的情绪识别。 |\n| NLP      | [【Paddle打比赛】产品评论观点提取竞赛baseline](https://aistudio.baidu.com/aistudio/projectdetail/2417709) | [开发者w5688414](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/169515) | DataFountain基于BERT的产品评论观点提取竞赛baseline，增加了优化方法|\n| NLP      | [【Paddle打比赛】剧本角色情感识别baseline-精度0.676](https://aistudio.baidu.com/aistudio/projectdetail/2423977) | [开发者w5688414](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/169515) | 剧本角色情感识别baseline，使用bert模型|\n| 语音     |[【Paddle打比赛】语音合成](https://aistudio.baidu.com/aistudio/projectdetail/2793102?contributionType=1)                                                              | [开发者XYZ_916](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/812202)| 2021 新网银行智能语音大赛baseline。截止2021.11.17，该方案在总分榜第一，作品榜第二                                                              | \n| CV       | [中文场景文字识别挑战赛baseline](https://aistudio.baidu.com/aistudio/projectdetail/229728?channelType=0\u0026channel=0) | [小度AIStudio](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/7)| 中文场景文字识别挑战赛的baseline项目, 用于参赛选手借鉴参考   |\n|CV|[【Paddle打比赛】手写字体OCR识别竞赛baseline](https://aistudio.baidu.com/aistudio/projectdetail/2606211)| [开发者Pink peach](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/532066)| 2021世界人工智能创新大赛，手写字体OCR识别竞赛baseline|\n| CV       | [2020 CCF BDCI: 遥感影像地块分割baseline](https://aistudio.baidu.com/aistudio/projectdetail/1090790?channelType=0\u0026channel=0) | [开发者lxastro](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/349179)| 2020 CCF BDCI: 遥感影像地块分割的baseline模型库，包括baseline模型的训练方法和比赛的评测脚本。 |\n| CV       | [第三届中国AI+创新创业大赛：半监督学习目标定位竞赛第1名方案](https://aistudio.baidu.com/aistudio/projectdetail/2210815)| [开发者张牙舞爪](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/635490)| 半监督学习目标定位竞赛第一名方案分享 A榜得分0.81425 B榜得分0.80428 |\n|数据挖掘|[【Padddle打比赛】心电图智能诊断竞赛Baseline-0.6765](https://aistudio.baidu.com/aistudio/projectdetail/2712180)|[开发者w5688414](https://aistudio.baidu.com/aistudio/personalcenter/thirdview/169515) | AIWIN 心电图智能诊断竞赛|\n\n返回​[:arrow_heading_up:](#0)\n\n\n# 👉汇总\n\n## \u003cspan id='fj'\u003e飞桨各产品学习资料汇总\u003c/span\u003e\n\n| 产品                             | 视频课程                                                     | 学习文档 |\n| -------------------------------- | ------------------------------------------------------------ | -------- |\n| PaddleGAN                        | [生成对抗网络七日打卡营](https://aistudio.baidu.com/aistudio/course/introduce/16651) |          |\n| PaddleOCR                        | [OCR自动标注小工具讲解](https://www.bilibili.com/video/BV1uX4y1K7PW)、[3.5M超轻量实用OCR模型解读](https://www.bilibili.com/video/BV1p54y1y7CM)、[OCR应用与部署实战](https://www.bilibili.com/video/BV1Zz4y1C7MW) |          |\n| PaddleClas                       | [PaddleClas系列直播课](https://aistudio.baidu.com/aistudio/course/introduce/24519) |          |\n| PaddleDetection                  | [目标检测7日打卡营](https://aistudio.baidu.com/aistudio/course/introduce/1617) |          |\n| PaddleX                          | [PaddleX实例分割任务详解](https://www.bilibili.com/video/BV1M44y1r7s6)、[PaddleX目标检测任务详解](https://www.bilibili.com/video/BV1HB4y1A73b)、[PaddleX语义分割任务详解](https://www.bilibili.com/video/BV1qQ4y1Z7co)、[PaddleX图像分类任务详解](https://www.bilibili.com/video/BV1nK411F7J9)、[PaddleX客户端操作指南](https://www.bilibili.com/video/BV1bz4y1C7wr)、[飞桨全流程开发工具PaddleX](https://www.bilibili.com/video/BV17i4y1b7TZ) |          |\n| \u003cspan id ='hub'\u003ePaddleHub\u003c/span\u003e | [手把手教你转换PaddleHub模型教程](https://www.bilibili.com/video/BV1YK411V71d) |          |\n| \u003cspan id = 'vdl'\u003eVDL\u003c/span\u003e      | [可视化分析工具助力AI算法快速开发](https://www.bilibili.com/video/BV1uy4y137iH)、[深度学习算法可视化调优实战演示](https://www.bilibili.com/video/BV1iD4y1o7Pf) |          |\n| 高层API                          | [高层API助你快速上手深度学习](https://aistudio.baidu.com/aistudio/course/introduce/6771) |          |\n| \u003cspan id='nlp'\u003ePaddleNLP\u003c/span\u003e  | [基于深度学习的自然语言处理](https://www.bilibili.com/video/BV1fB4y1M7A3) |          |\n\n返回​[:arrow_heading_up:](#0)\n\n\n# 三、技术交流\n\n非常感谢您使用本项目。您在使用过程中有任何建议或意见，可以在 **[Issue](https://github.com/PaddlePaddle/tutorials/issues)** 上反馈给我们，也可以通过扫描下方的二维码联系我们，飞桨的开发人员非常高兴能够帮助到您，并与您进行更深入的交流和技术探讨。\n\n\u003ccenter\u003e\u003cimg src=\"https://github.com/ZhangHandi/images-for-paddledocs/blob/main/images/readme/qr_code.png?raw=true\"/\u003e\u003c/center\u003e\u003cbr\u003e\u003c/br\u003e\n\n# 四、许可证书\n\n本项目的发布受[Apache 2.0 license](https://www.apache.org/licenses/LICENSE-2.0.txt)许可认证。\n\n# 五、贡献内容\n\n本项目的不断成熟离不开各位开发者的贡献，如果您对深度学习知识分享感兴趣，非常欢迎您能贡献给我们，让更多的开发者受益。\n\n本项目欢迎任何贡献和建议，大多数贡献都需要你同意参与者许可协议（CLA）来声明你有权并实际上授权我们可以使用你的贡献。\n\n### 代码贡献规范\n\n\u003e pip install pre-commit\n\u003e\n\u003e pre-commit install\n\n添加修改的代码后，对修改的文件进行代码规范，pre-commit 会自动调整代码格式，执行一次即可，后续commit不需要再执行。提交pr流程，详见：[awesome-DeepLearning 提交 pull request 流程](./examples/awesome-DeepLearning_pr_procedure.md)。\n\n### 贡献者\n\n以下是awesome-DeepLearning贡献者列表： [yang zhou](https://youngzhou1999.github.io/cv/)，[Niki_173](https://github.com/Niki173)，[Twelveeee](https://github.com/Twelveeee)，[buriedms](https://github.com/buriedms)，[AqourAreA](https://github.com/AqourAreA)，[zhangjin12138](https://github.com/zhangjin12138)，[rerny](https://github.com/rerny)，[LiuCongNLP](https://www.zhihu.com/people/LiuCongNLP)，[LemonCherryFu](https://github.com/LemonCherryFu), [lutianhao](https://github.com/lutianhao)\n\n","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/paddlepaddle%2Fawesome-deeplearning/projects"}