# ModelZoo

**Repository Path**: HiSpark/modelzoo

## Basic Information

- **Project Name**: ModelZoo
- **Description**: ModelZoo，HiSpark下的开源AI模型平台，涵盖计算机视觉、自然语言处理、语音、推荐、多模态、大语言模型等方向的AI模型及其基于海思实操案例。
- **Primary Language**: C++
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 3
- **Created**: 2025-07-21
- **Last Updated**: 2025-09-23

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# ModelZoo

# 简介
ModelZoo，HiSpark下的开源AI模型平台，涵盖计算机视觉、自然语言处理、语音、推荐、多模态等方向的AI模型。我们仅对模型做适配和格式转化，未重新训练模型和对模型进行功能性修改。我们提供模型基于海思实操案例demo和性能表现，供开发者学习。平台的每个模型都有详细的使用指导，为方便更多开发者使用ModelZoo，我们将持续增加典型网络和相关预训练模型。如果您有任何需求，请在[Gitee](https://gitee.com/HiSpark/modelzoo/issues)提交issue，我们会及时处理。


# 目录

| 目录                                                         | 说明                       |
| ------------------------------------------------------------ | -------------------------- |
| docs | 文档说明 |
| datasets | 数据集 |
| samples | 模型 |
| utils | 工具 |

# 如何贡献

本仓子模块参考目录，可以直接克隆子仓，也可以克隆主仓，在开始贡献之前，请先阅读[NOTICE](https://gitee.com/HiSpark/docs/blob/master/contribute/%E7%A4%BE%E5%8C%BA%E5%8F%82%E4%B8%8E%E8%B4%A1%E7%8C%AE%E6%8C%87%E5%8D%97.md)，谢谢！

# 模型列表

## 运行用户建议

**说明：**
**因使用版本差异，模型性能可能存在波动，性能仅供参考**

<table align="center">
    <tr>
    <th rowspan=1>模型</th>
    <th rowspan=1>数据集</th>
    <th rowspan=1>SVP NNN性能fps</th>
    <th rowspan=1>NNN性能fps</th>
    <th rowspan=1>输入</th>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/SqueezeNet1_1">SqueezeNet1_1 </a>
    </td>
    <td>ImageNet</td>
    <td>2052.42</td>
    <td>801.62</td>
    <td>224 x 224</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ShuffleNetV2">ShuffleNetV2 </a>
    </td>
    <td>ImageNet</td>
    <td>403.39</td>
    <td>255</td>
    <td>224 x 224</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ResNet50">ResNet50 </a>
    </td>
    <td>ImageNet</td>
    <td>336.66</td>
    <td>133.10</td>
    <td>224 x 224</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/MobileNetV2">MobileNetV2 </a>
    </td>
    <td>ImageNet</td>
    <td>1317.222</td>
    <td>311.80</td>
    <td>224 x 224</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/EfficientNetV2">EfficientNetV2 </a>
    </td>
    <td>ImageNet</td>
    <td>37.051</td>
    <td></td>
    <td>288x288</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/DenseNet121">DenseNet121 </a>
    </td>
    <td>ImageNet</td>
    <td>170.63</td>
    <td>108.01</td>
    <td>224x224</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/Swin-Transformer">Swin-Transformer </a>
    </td>
    <td>ImageNet</td>
    <td>38.24</td>
    <td></td>
    <td>224x224</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/Vit-B-16">Vit-B-16</a>
    </td>
    <td>ImageNet</td>
    <td>28.56</td>
    <td></td>
    <td>224x224</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ResNet101">ResNet101</a>
    </td>
    <td>ImageNet</td>
    <td>210.675</td>
    <td>83.102</td>
    <td>224x224</td>
    </tr>
    <tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ResNet18">ResNet18</a>
    </td>
    <td>ImageNet</td>
    <td>753.02</td>
    <td></td>
    <td>500x375</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/Chinese-CLIP">Chinese-CLIP</a>
    </td>
    <td>CIFAR100</td>
    <td>11.142</td>
    <td></td>
    <td>224x224</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/depth/Depth-Anything-v2">Depth-Anything-v2</a>
    </td>
    <td>DA-2K</td>
    <td>3.756</td>
    <td></td>
    <td>518x518</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/detection/PFLD">PFLD</a>
    </td>
    <td>WFLW</td>
    <td>1631.88</td>
    <td></td>
    <td>112x112</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/point/SuperPoint">SuperPoint</a>
    </td>
    <td>HPatches</td>
    <td>320.60</td>
    <td></td>
    <td>240x320</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/samples_GPL/built-in/UNet">UNet</a>
    </td>
    <td>carvana</td>
    <td>9.6372</td>
    <td></td>
    <td>572x572</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/samples_GPL/built-in/yolov5">yolov5s</a>
    </td>
    <td>coco2017</td>
    <td>85.41</td>
    <td>35.54</td>
    <td>640x640</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/samples_GPL/built-in/yolov8l">yolov8l</a>
    </td>
    <td>coco2017</td>
    <td>10.393</td>
    <td></td>
    <td>640x640</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/samples_GPL/built-in/yolov8s">yolov8s</a>
    </td>
    <td>coco2017</td>
    <td>42.914</td>
    <td></td>
    <td>640x640</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/samples_GPL/built-in/yolo11s">yolo11s</a>
    </td>
    <td>coco2017</td>
    <td>42.753</td>
    <td></td>
    <td>640x640</td>
    </tr>
    <tr>
    <td>
    <a href="https://gitee.com/HiSpark/modelzoo/tree/master/samples/samples_GPL/built-in/yolo11s-seg">yolo11s-seg</a>
    </td>
    <td>coco2017</td>
    <td>32.732</td>
    <td></td>
    <td>640x640</td>
    </tr>
</table>


# 免责声明

## 致ModelZoo使用者
1. HiSpark ModelZoo提供的模型仅供您用于非商业目的。
2. HiSpark ModelZoo仅提供公共数据集下载、模型下载和预处理脚本。这些数据集和模型不属于ModelZoo，ModelZoo也不对其质量或维护负责。请确保您具有这些数据集和模型的使用许可，如您因使用数据集和模型产生侵权纠纷，海思不承担任何责任。
3. 如您在使用ModelZoo模型过程中，发现任何问题（包括但不限于功能问题、合规问题），请在Gitee提交issue，我们将及时审视并解决。

## 致数据集、模型所有者
如果您不希望您的数据集、模型公布在ModelZoo上或希望更新ModelZoo中属于您的数据集、模型，请在Gitee提交issue，我们将根据您的issue删除或更新您的数据集、模型。衷心感谢您对ModelZoo的理解和贡献。

## License声明
HiSpark ModelZoo提供的模型，如模型目录下存在License的，以该License为准。如模型目录下不存在License的，以Apache 2.0许可证许可，对应许可证文本可查阅HiSpark ModelZoo根目录。