shadow-cann/hispark-modelzoo-resnet18

ResNet18

ResNet是残差网络(Residual Network)的缩写,该系列网络广泛用于目标分类等领域以及作为计算机视觉任务主干经典神经网络的一部分，典型的网络有ResNet18, ResNet101等。ResNet证明网络能够向更深（包含更多隐藏层）的方向发展。

Mirror Metadata

• Hugging Face repo: shadow-cann/hispark-modelzoo-resnet18
• Portal model id: h9k2a5agkk00
• Created at: 2025-09-17 09:26:27
• Updated at: Unknown
• Category: 计算机视觉

Framework

• PyTorch

Supported OS

• OpenHarmony
• Linux

Computing Power

• Hi3403V100 SVP_NNN

Tags

• 分类

Detail Parameters

• 输入: 224x224
• 参数量: 11.685M
• 计算量: 3.643GFLOPs

Files In This Repo

• resnet18-f37072fd.pth (源模型 / 源模型下载; 源模型 / 源模型元数据)
• resnet18.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 / a8w8)
• 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=h9k2a5agkk00
• Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ResNet18
• 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: 1701602950053889_res18.png