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## PaddleClas 功能特性
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飞桨图像识别套件 PaddleClas 是飞桨为工业界和学术界所准备的一个图像识别任务的工具集,助力使用者训练出更好的视觉模型和应用落地。具体地,它包含以下几个核心特性。
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- 实用的图像识别系统:集成了目标检测、特征学习、图像检索等模块,广泛适用于各类图像识别任务。
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提供商品识别、车辆识别、 logo 识别和动漫人物识别等4个场景应用示例。
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- 丰富的预训练模型库:提供了 35 个系列共 164 个 ImageNet 预训练模型,其中 6 个精选系列模型支持结构快速修改。
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- 全面易用的特征学习组件:集成 arcmargin , triplet loss 等 12 度量学习方法,通过配置文件即可随意组合切换。
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- SSLD 知识蒸馏: 14 个分类预训练模型,精度普遍提升 3% 以上;其中 ResNet50_vd 模型在 ImageNet-1k 数据集上的 Top-1 精度达到了 84.0% , Res2Net200_vd 预训练模型 Top-1 精度高达 85.1% 。
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- 数据增广:支持 AutoAugment 、 Cutout 、 Cutmix 等 8 种数据增广算法详细介绍、代码复现和在统一实验环境下的效果评估。
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<div align="center">
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<img src="../../images/recognition.gif" width = "400" />
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</div>
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更多关于图像识别快速体验、算法详解、模型训练评估与预测部署方法,请参考[首页README文档教程](../../../README_ch.md)。
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## 识别效果展示
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- 商品识别
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_product/channelhandle_5.jpg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_product/cliniqueblush_1.jpg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_product/daoxiangcunjinzhubing_10.jpg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_product/gannidress_10.jpg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_product/gbyingerche_15.jpg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_product/lafiolewine_03.jpg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_product/taochunqiu_8.jpg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_product/weiduomeinaiyougege_10.jpg" width = "400" />
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</div>
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- 动漫人物识别
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_cartoon/labixiaoxin-005.jpeg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_cartoon/liuchuanfeng-010.jpeg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_cartoon/zhangchulan-007.jpeg" width = "400" />
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</div>
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- logo识别
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_logo/cctv_4.jpg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_logo/mangguo_8.jpeg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_logo/zhongshiyou-007.jpg" width = "400" />
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</div>
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- 车辆识别
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_vehicle/audia5-115.jpeg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_vehicle/bentian-yage-101.jpeg" width = "400" />
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</div>
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<div align="center">
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<img src="../../images/recognition/more_demo_images/output_vehicle/bmw-m340-107.jpeg" width = "400" />
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</div>
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[更多效果图](../../images/recognition/more_demo_images)
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