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发布 TinyPose 0.1.0:weights

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ pipeline_tag: keypoint-detection
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+ tags:
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+ - onnx
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+ - webgpu
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+ - wasm
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+ ---
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+
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+ # PP-TinyPose Web SDK 模型
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+
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+ [中文模型卡](tinypose-256x192/0.1.0/README.md) · [English model card](tinypose-256x192/0.1.0/README.en.md)
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+
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+ 官方增强版 256×192 FP32,版本 0.1.0,5685847 字节。
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+ 仅提供单人图或外部人体框的 17 点姿态估计。桌面 CPU/GPU 已有验收;不声明手机或 NPU 兼容。
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+ The enhanced 256×192 FP32 model estimates 17 keypoints for one person or a caller-provided crop. Desktop CPU/GPU evidence is available; mobile and NPU are unverified.
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+
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+ 上游仓库 Apache-2.0;ZIP 没有独立权重许可。完整来源、限制、许可及摘要见模型卡。
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+ Upstream uses Apache-2.0; the ZIP has no separate weight license. See the model card for provenance, limitations and hashes.
tinypose-256x192/0.1.0/LICENSE ADDED
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tinypose-256x192/0.1.0/NOTICE ADDED
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+ PP-TinyPose 浏览器 SDK
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+
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+ 模型与参考算法来源:PaddlePaddle/PaddleDetection。
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+ Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
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+ Apache License, Version 2.0,详见 LICENSE。
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+ 固定源码:b25522a0f4bde8c80603f3ba5e3472059972e3b5。
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+
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+ 裁剪、TopDownEvalAffine 与 DARK 的 TypeScript 实现基于以下文件改编:
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+ deploy/python/keypoint_preprocess.py
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+ deploy/python/keypoint_postprocess.py
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+ deploy/python/keypoint_infer.py
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+ 原预处理引用 OpenMMLab/mmpose 的 post_transforms.py;DARK 算法引用
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+ ilovepose/DarkPose 的 lib/core/inference.py。本仓库保留上游说明,未复制训练代码。
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+
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+ 权重来自官方 tinypose_enhance/tinypose_256x192.zip 模型表。
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+ ZIP 不包含独立权重许可证,发布归属与仓库 Apache-2.0 许可一并记录;
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+ COCO、AI Challenger 和上游业务训练数据的说明不构成额外的权重授权书。
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+
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+ Demo 样图来自上述固定源码 demo/hrnet_demo.jpg,保留为上游姿态示例。
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+ 运行依赖 ONNX Runtime Web(Microsoft,MIT);其发行包保留自身许可。
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+ 共享 UI token 来源:chenmohan123.github.io/standards/v1/ui-tokens.json。
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+ Demo 图标使用 Lucide(ISC);仅用于 Demo,不是 SDK 运行依赖。
tinypose-256x192/0.1.0/README.en.md ADDED
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+ # PP-TinyPose 256×192 FP32
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+
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+ [中文](README.md)
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+
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+ This mirror is maintained by chenmohan, not the official PaddleDetection account. It contains the official enhanced TinyPose model.
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+ Version 0.1.0; 5685847 bytes; SHA-256 `7614d17acbe957200a8505e11a4fb8445103f9e44a7087115d8a1ea85f88b1b9`; ONNX opset 17.
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+ Pinned upstream commit `b25522a0f4bde8c80603f3ba5e3472059972e3b5`. Official deployment archive: https://bj.bcebos.com/v1/paddledet/models/keypoint/tinypose_enhance/tinypose_256x192.zip.
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+
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+ The upstream repository uses Apache-2.0 (see LICENSE and NOTICE). The deployment ZIP contains no separate weight license. This mirror records that fact and the official publication provenance without inferring additional permission.
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+ Converted with Paddle2ONNX 1.3.1, with no graph or weight changes. See conversion.json for archive/internal hashes and tool versions.
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+
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+ Input: a single person, RGB float32 NCHW [1,3,256,192], divided by 255 and normalized with mean [0.485,0.456,0.406] and std [0.229,0.224,0.225].
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+ Outputs: [1,17,64,48] heatmaps and auxiliary argmax. The SDK uses upstream 30% expand_crop, TopDownEvalAffine and DARK to produce 17 COCO keypoints in original-image coordinates.
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+ Scores are uncalibrated heatmap responses, may be below zero or above one, and are not visibility probabilities.
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+
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+ Dated evidence (2026-09-16/17): Windows 11, Chromium 153.0.8010.12, ORT Web 1.27.0, CPU/GPU × main/worker numeric and lifecycle checks.
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+ The 32 fixed crops test numerical consistency, not full-dataset AP. The upstream GT-box AP 68.3 is quoted, not remeasured.
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+ No automatic multi-person detection, video tracking, FP16, or NPU. Mobile devices remain unverified.
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+
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+ SDK, reproduction scripts and evidence: https://github.com/chenmohan123/web-sdk-PP-TinyPose
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+ ModelScope and Hugging Face use immutable revisions. ModelScope is the default; explicit source failure never silently switches sources. npm contains no ONNX weights.
tinypose-256x192/0.1.0/README.md ADDED
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+ # PP-TinyPose 256×192 FP32
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+
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+ [English](README.en.md)
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+
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+ 本镜像由 chenmohan 维护,来源于 PaddleDetection 官方增强版 TinyPose;并非官方账号。
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+ 版本 0.1.0。模型 5685847 字节,SHA-256 `7614d17acbe957200a8505e11a4fb8445103f9e44a7087115d8a1ea85f88b1b9`,opset 17。
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+
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+ 上游固定提交 `b25522a0f4bde8c80603f3ba5e3472059972e3b5`;官方部署 ZIP:https://bj.bcebos.com/v1/paddledet/models/keypoint/tinypose_enhance/tinypose_256x192.zip。
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+ 源码为 Apache-2.0,完整原文见 LICENSE,归因见 NOTICE。官方 ZIP 没有独立权重许可证;本镜像如实记录官方模型发布归属及仓库许可,不推断额外授权。
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+ Paddle2ONNX 1.3.1 转换,不修改图或权重,原 ZIP/内部文件摘要及工具版本见 conversion.json。
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+
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+ 输入单个人体 RGB float32 NCHW [1,3,256,192],/255、mean [0.485,0.456,0.406]、std [0.229,0.224,0.225]。
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+ 模型输出 [1,17,64,48] 热力图及 argmax;SDK 按官方 expand_crop 扩30%、TopDownEvalAffine、DARK还原原图 COCO 17 点。
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+ score 为未校准热力图响应,可能小于0或大于1,不是可见性概率。
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+
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+ 2026-09-16/17 已有 Windows 11、Chromium 153.0.8010.12、ORT Web 1.27.0 的 CPU/GPU × main/worker 桌面数值与生命周期证据。
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+ 32 个固定裁剪用于数值一致性,非全量 AP。官方 GT 框 AP 68.3 为上游引用,未重测。
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+ 不包含自动多人检测、视频跟踪、FP16、NPU;移动端未验收。
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+
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+ SDK、重建脚本与证据:https://github.com/chenmohan123/web-sdk-PP-TinyPose
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+ 模型按固定提交从 ModelScope/Hugging Face 分发,默认 ModelScope;显式来源失败不静默换源。npm 不包含 ONNX。
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+ "graphModification": "无;Paddle2ONNX 1.3.1 opset17 原样转换",
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+ "reproduction": "tools/feasibility/convert.py",
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+ "reference": "reports/2026-09-16-feasibility"
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+ }
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