shadow-cann/hispark-modelzoo-se-resnet50

SE-ResNet50

SE-ResNet50是一种基于ResNet50架构的改进卷积神经网络，通过引入SE（Squeeze-and-Excitation）注意力模块，自适应校准通道特征响应，显著提升模型表达能力。

Mirror Metadata

• Hugging Face repo: shadow-cann/hispark-modelzoo-se-resnet50
• Portal model id: ku4m5qfcts00
• Created at: 2026-09-14 09:45:25
• Updated at: 2026-09-15 15:27:11
• Category: 计算机视觉

Framework

• PyTorch

Supported OS

• OpenHarmony
• Linux

Computing Power

• Hi3403V100 SVP_NNN
• Hi3403V100 NNN

Tags

• 分类

Detail Parameters

• 输入: 224x224
• 参数量: 28.045M
• 计算量: 8.263GFLOPs

Files In This Repo

• seresnet50.om (编译模型 / A8W8 / A8W8)
• seresnet50_FP16_Hi3403V100-NNN.om (编译模型 / FP16 / FP16)
• seresnet50.onnx (源模型 / 源模型下载)
• seresnet50.zip (源模型 / 源模型下载)
• SVP_NNN_PC_V1.0.6.0.tgz (工具链 / 工具链)

Upstream Links

• Portal card: https://gitbubble.github.io/hisilicon-developer-portal-mirror/model-detail.html?id=ku4m5qfcts00
• Upstream repository: https://gitcode.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/SEResNet50
• License reference: https://github.com/morning4346/Se_resnet50/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: 1712179080462337_SEResNet50.png