shadow-cann/hispark-modelzoo-mobilenetv2

MobileNetV2

MobileNetV2是对MobileNetV1的改进，是一种轻量级的神经网络。MobileNetV2保留了V1版本的深度可分离卷积，增加了线性瓶颈（Linear Bottleneck）和倒残差（Inverted Residual）。

Mirror Metadata

• Hugging Face repo: shadow-cann/hispark-modelzoo-mobilenetv2
• Portal model id: j67cjvq5vs00
• Created at: 2026-03-24 16:23:20
• Updated at: 2026-03-26 09:35:37
• Category: 计算机视觉

Framework

• PyTorch

Supported OS

• OpenHarmony
• Linux

Computing Power

• Hi3403V100 SVP_NNN
• Hi3403V100 NNN

Tags

• 分类

Detail Parameters

• input: 3x224x224
• 参数量: 3.488M
• 计算量: 0.640GFLOPs

Files In This Repo

• mobileNetV2.om (编译模型 / A8W8; 编译模型 / OM 元数据 / A8W8)
• mobilenet_v2-b0353104.pth (源模型 / 源模型下载; 源模型 / 源模型元数据)
• mobilenet_v2.onnx (源模型 / 源模型下载)
• 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=j67cjvq5vs00
• Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/MobileNetV2
• License reference: https://github.com/pytorch/vision/blob/v0.14.0/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: 1700942949056514_mobilev2.png