shadow-cann/hispark-modelzoo-yolov3

YOLOv3

YOLOv3是一种端到端的one-stage目标检测模型。相比YOLOv2，YOLOv3采用了一个新的backbone-Darknet-53来进行特征提取工作，这个新网络比Darknet-19更加强大，也比ResNet-101或者ResNet-152更加高效。

Mirror Metadata

• Hugging Face repo: shadow-cann/hispark-modelzoo-yolov3
• Portal model id: j8pkk8lctk00
• Created at: 2026-04-01 16:02:45
• Updated at: 2026-04-08 16:07:07
• Category: 计算机视觉

Framework

• PyTorch

Supported OS

• OpenHarmony
• Linux

Computing Power

• Hi3403V100 SVP_NNN
• Hi3403V100 NNN

Tags

• 目标检测

Detail Parameters

• 输入: 640x640
• 参数量: 61.923M
• 计算量: 3.002GFLOPs

Files In This Repo

• yolov3.om (编译模型 / A8W8; 编译模型 / OM 元数据 / A8W8)
• yolov3_om-FP16.om (编译模型 / FP16)
• yolov3_source-model.pt (源模型 / 源模型下载)
• yolov3_sim_source-model.onnx (源模型 / 源模型下载)
• yolov3_source-model.onnx (源模型 / 源模型下载)
• yolov3.pt (源模型 / 源模型元数据)
• yolov3_sim.onnx (源模型 / 源模型元数据)
• yolov3.onnx (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=j8pkk8lctk00
• Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/samples_GPL/built-in/yolov3
• License reference: https://github.com/ultralytics/yolov3/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.