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English | 简体中文
关键点检测模型
FastDeploy目前支持两种关键点检测任务方式的部署
任务 | 说明 | 模型格式 | 示例 | 版本 |
---|---|---|---|---|
单人关键点检测 | 部署PP-TinyPose系列模型,输入图像仅包含单人 | Paddle | 参考tinypose目录 | Release/2.5 |
单人/多人关键点检测 | 部署PicoDet + PP-TinyPose的模型串联任务,输入图像先通过检测模型,得到独立的人像子图后,再经过PP-TinyPose模型检测关键点 | Paddle | 参考det_keypoint_unite目录 | Release/2.5 |
预训练模型准备
本文档提供了如下预训练模型,开发者可直接下载使用
模型 | 说明 | 模型格式 | 版本 |
---|---|---|---|
PP-TinyPose-128x96 | 单人关键点检测模型 | Paddle | Release/2.5 |
PP-TinyPose-256x192 | 单人关键点检测模型 | Paddle | Release/2.5 |
PicoDet-S-Lcnet-Pedestrian-192x192 + PP-TinyPose-128x96 | 单人关键点检测串联配置 | Paddle | Release/2.5 |
PicoDet-S-Lcnet-Pedestrian-320x320 + PP-TinyPose-256x192 | 多人关键点检测串联配置 | Paddle | Release/2.5 |