| language: | |
| - zh | |
| tags: | |
| - hisilicon | |
| - hispark | |
| - npu | |
| - openharmony | |
| - modelzoo | |
| - pytorch | |
| # CrowdCount | |
| CrowdCount是一种基于多尺度卷积神经网络（MSCNN）的高精度人群计数模型。相比传统多列 / 多网络方法，它通过单列网络中的多尺度特征块（MSB）与尺度自适应密度图回归技术，能有效应对透视畸变导致的人物尺度差异问题，兼顾计数精度与模型轻量化，适用于监控图像、公共场所等密集人群计数场景。 | |
| ## Mirror Metadata | |
| - Hugging Face repo: shadow-cann/hispark-modelzoo-crowdcount | |
| - Portal model id: i9i4tr9hec00 | |
| - Created at: 2025-12-25 15:03:50 | |
| - Updated at: 2025-12-30 21:27:21 | |
| - Category: 计算机视觉 | |
| ## Framework | |
| - PyTorch | |
| ## Supported OS | |
| - OpenHarmony | |
| - Linux | |
| ## Computing Power | |
| - Hi3403V100 SVP_NNN | |
| - Hi3403V100 NNN | |
| ## Tags | |
| - 人群计数 | |
| ## Detail Parameters | |
| - 输入: 224x224 | |
| - 参数量: 34.738M | |
| - 计算量: 587.807GFLOPs | |
| ## Files In This Repo | |
| - mscnn_model.onnx (源模型 / 源模型下载; 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=i9i4tr9hec00 | |
| - Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/count/CrowdCount | |
| - License reference: https://github.com/zzubqh/CrowdCount/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: 1719967754027009_combined_plot.jpg | |