shadow-cann/hispark-modelzoo-hrnet

HRNet

HigherHRNet 是一种新型的自下而上人体姿态估计算法，它在训练阶段引入多分辨率监督机制，在推理阶段采用多分辨率聚合策略，不仅能有效应对自下而上多人姿态估计任务中的尺度变化难题，还可实现关键点的高精度定位，尤其在小尺寸人体目标的处理上表现突出。

Mirror Metadata

• —Hugging Face repo: shadow-cann/hispark-modelzoo-hrnet
• —Portal model id: i9qdl2hh6k00
• —Created at: 2025-12-26 10:20:26
• —Updated at: Unknown
• —Category: 计算机视觉

Framework

• —PyTorch

Supported OS

• —OpenHarmony
• —Linux

Computing Power

• —Hi3403V100 SVP_NNN
• —Hi3403V100 NNN

Tags

• —姿态估计

Detail Parameters

• —输入: 512x768
• —参数量: 28.618M
• —计算量: 70.645GFLOPs

Files In This Repo

• —hrnet512768.om (编译模型 / A16W8 / A16W8)
• —hrnet512768fp16Hi3403V100-NNN.om (编译模型 / FP16 / FP16)
• —posehigherhrnetw32512.pth (源模型 / 源模型下载)
• —hrnet512768.onnx (源模型 / 源模型下载)
• —SVPNNNPC_V1.0.6.0.tgz (工具链 / 工具链)

Upstream Links

• —Portal card: https://gitbubble.github.io/hisilicon-developer-portal-mirror/model-detail.html?id=i9qdl2hh6k00
• —Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/pose/HRNet
• —License reference: https://github.com/HRNet/HigherHRNet-Human-Pose-Estimation/blob/master/LICENSE

Notes

• —This repository was mirrored from the HiSilicon Developer Portal model card and local downloads captured on 2026-03-27.
• —File ownership follows the portal card mapping, not just filename similarity.
• —Cover image: 1719728246685699resultvalid_0.jpg