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: 2025-12-30 20:02:17
• 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

• pose_higher_hrnet_w32_512.pth (源模型 / 源模型下载; 源模型 / 源模型元数据)
• hrnet_512_768.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据; 编译模型 / OM 元数据 / a16w8)
• SVP_NNN_PC_V1.0.6.0.tgz (附加资源 / 附加资源)

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: 1719728246685699_result_valid_0.jpg