| language: | |
| - zh | |
| tags: | |
| - hisilicon | |
| - hispark | |
| - npu | |
| - openharmony | |
| - modelzoo | |
| - pytorch | |
| # DeepSort | |
| DeepSort是一种多目标跟踪方法，简单有效。该方法将外观信息集成起来，提高了分拣性能，能够在较长遮挡时间下仍能进行有效的跟踪。该框架将大量的复杂计算放入离线预训练阶段，这个阶段在重识别数据集上学习一个深度关联度量。在线应用阶段，建立度量，在视觉外观空间中使用最近邻查询跟踪关联。本模型能够在较快帧率下实现较高精度的识别。 | |
| ## Mirror Metadata | |
| - Hugging Face repo: shadow-cann/hispark-modelzoo-deepsort | |
| - Portal model id: j6v87p1oi000 | |
| - Created at: 2026-03-26 23:59:38 | |
| - Updated at: 2026-03-27 19:43:15 | |
| - Category: 计算机视觉 | |
| ## Framework | |
| - PyTorch | |
| ## Supported OS | |
| - OpenHarmony | |
| - Linux | |
| ## Computing Power | |
| - Hi3403V100 SVP_NNN | |
| - Hi3403V100 NNN | |
| ## Tags | |
| - 多目标跟踪 | |
| ## Detail Parameters | |
| - 计算量: 2.253GFLOPs | |
| - 输入: 128x64 | |
| - 参数量: 11.164M | |
| ## Files In This Repo | |
| - yolov5s_om-A8W8.om (编译模型 / A8W8) | |
| - reid_net_om-A8W8.om (编译模型 / A8W8) | |
| - yolov5s.om (编译模型 / FP16; 编译模型 / OM 元数据 / A8W8) | |
| - reid_net.om (编译模型 / FP16; 编译模型 / OM 元数据 / A8W8) | |
| - yolov5s.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据) | |
| - reid_net.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据) | |
| ## Upstream Links | |
| - Portal card: https://gitbubble.github.io/hisilicon-developer-portal-mirror/model-detail.html?id=j6v87p1oi000 | |
| - Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/tracking/deepsort | |
| - License reference: https://github.com/ZQPei/deep_sort_pytorch/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: 1736139606130691_20260326235720.jpg | |