shadow-cann/hispark-modelzoo-facenet

FaceNet

FaceNet 是一种基于深度卷积神经网络的端到端人脸识别与特征嵌入模型。相比传统基于手工特征或分阶段匹配的方法，它通过将人脸图像直接映射为固定维度的紧凑特征向量（Embedding），并采用三元组损失（Triplet Loss）优化特征相似度度量，能有效缩小类内差异、扩大类间距离，兼顾识别精度与推理效率，适用于身份验证、人脸检索、监控安防等大规模人脸识别场景。

Mirror Metadata

• Hugging Face repo: shadow-cann/hispark-modelzoo-facenet
• Portal model id: iapedo790s00
• Created at: 2025-12-29 10:37:55
• 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

• 人脸识别

Detail Parameters

• 输入: 160 x 160
• 参数量: 23.469M
• 计算量: 2.854GFLOPs

Files In This Repo

• facenet_vggface2_static.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据)
• 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=iapedo790s00
• Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/recognition/FaceNet
• License reference: https://github.com/timesler/facenet-pytorch/blob/master/LICENSE.md

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: 1720278245769217_facenet1.jpg