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PaddleFamily
飞桨产品矩阵(展开了解更多)
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Paddle:源于产业实践的开源深度学习框架。
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Models:产业级特色模型库,包含CV,NLP,Speech,推荐,大模型、科学计算等领域
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PaddleSlim:模型压缩工具库,支持低比特量化、知识蒸馏、稀疏化和模型结构搜索等策略
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FastDeploy:全场景高性能AI推理部署套件,提供开箱即用的云边端部署体验。
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PaddleClas:图像识别开发套件,轻松解决图像识别和图像分类任务的的工具集
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PaddleDetection:目标检测开发套件,支持目标检测、关键点检测、实例分割等任务
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PaddleSeg:图像分割开发套件,端到端完成从训练到部署的全流程图像分割应用
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PaddleOCR:文字识别开发套件,丰富、领先、且实用的OCR工具库
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PaddleGAN:图像生成开发套件,覆盖影像超分、上色、风格迁移、动作迁移等功能
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PaddleVideo:视频理解开发套件,支持体育、媒体、安防、医疗等行业解决方案
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Paddle3D:3D感知套件,支持视觉、激光雷达、多模态3D感知及3D语义分割等任务
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PaddleNLP:自然语言处理模型库,支持主流NLP任务,适用于学术研究与产业应用
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PaddleSpeech:智能语音模型库,简单易用的 all-in-one 语音工具箱
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PaddleTS:时间序列模型库,支持异常检测、时序表征、概率预测、自动超参寻优等任务
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PaddleScience:飞桨科学计算工具组件,提供PINN/FNO求解器,支持流体、固体等领域科学仿真
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PaddleHub:预训练模型应用工具,涵盖CV、NLP、Speech等主流品类的 400+ 预训练模型
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EasyData:通用、领先且实用的数据自动扩充与数据质量优化工具库
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VisualDL:可视化分析工具,助力用户直观地理解模型训练过程及网络结构,高效实现模型优化。
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飞桨官网:源于产业实践的开源深度学习平台
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AI Studio:学习与实训社区,免费GPU算力、海量项目、数据、课程、比赛,活动
Projects in PaddlePaddle(For details)
- Paddle: PArallel Distributed Deep LEarning framework from industrial practice.
- Models: officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, Big Models and so on.
- PaddleSlim: a compression toolkit for CV, NLP, Speech models, improving the hardware resource utilization of AI models.
- FastDeploy: an easy-to-use and high performance AI model deployment toolkit for cloud, mobile and edge
- PaddleClas: an Image classification and image recognition toolkit for industry and academia.
- PaddleDetection: an object detection toolkit, supporting object detection, instance segmentation and so on
- PaddleSeg: a high-efficient toolkit for image segmentation
- PaddleOCR: an awesome multilingual OCR toolkit
- PaddleGAN: an easy-to-use GAN toolkit, providing high-performance implementation of classic and SOTA GAN models.
- PaddleVideo: an awesome video understanding toolkit
- Paddle3D: a 3D object detection toolbox, supporting point-cloud, monocular and multi-modal
- PaddleNLP: an easy-to-use NLP library, supporting wide-range of NLP tasks from research to industrial applications.
- PaddleSpeech: an easy-to-use speech models library
- PaddleTS: an awesome and easy-to-use Time Series models library
- PaddleScience: an AI for Science toolkit for solving multi-physics simulation
- PaddleHub: an awesome pre-trained models toolkit, providing 400+ models
- EasyData: an easy-to-use data processing toolkit
- VisualDL: a deep learning visualization analysis toolkit
- PaddlePaddle Offical site: an open-source deep learning platform originated from industrial practice
- AI Studio: offer free GPUs and a huge repository of community content.