shadow-cann/hispark-modelzoo-siamese-network

Siamese Network

Siamese Network(孪生神经网络)是一种通过共享权重的两个相同子网络来度量两个输入样本相似性的深度学习框架，广泛应用于人脸识别、签名验证等任务。

Mirror Metadata

• Hugging Face repo: shadow-cann/hispark-modelzoo-siamese-network
• Portal model id: i9kei1td6k00
• Created at: 2025-12-25 20:25:32
• Updated at: Unknown
• 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: 100x100
• 参数量: 40254.505M
• 计算量: 0.223GFLOPs

Files In This Repo

• siamese_network.om (编译模型 / A8W8 / A8W8)
• siamese_network_fp16_Hi3403V100-NNN.om (编译模型 / FP16 / FP16)
• siamese_model_weights.pt (源模型 / 源模型下载)

Upstream Links

• Portal card: https://gitbubble.github.io/hisilicon-developer-portal-mirror/model-detail.html?id=i9kei1td6k00
• Upstream repository: https://gitee.com/HiSpark/modelzoo/blob/master/samples/built-in/recognition/SiameseNetwork/doc/%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B.md
• License reference: https://github.com/harveyslash/Facial-Similarity-with-Siamese-Networks-in-Pytorch/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: 1719623508623362_SiameseNetwork.png