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【开源实习】针对任务类型Image Feature Extraction，开发可在香橙派AIpro开发板运行的应用 #118

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【开源实习】针对任务类型Image Feature Extraction，开发可在香橙派AIpro开发板运行的应用 #118

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1 change: 1 addition & 0 deletions Online/README.md
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| [VideoClassification](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/VideoClassification) | 8.0.0.beta1 | 2.6.0 |8T16G |
| [MaskGeneration](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/MaskGeneration) | 8.1.RC1 | 2.6.0 | 8T16G |
| [DocumentQuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/DocumentQuestionAnswering) | 8.0.0.beta1 | 2.6.0 | 20T24G |
| [ImageFeatureExtraction](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/ImageFeatureExtraction) | 8.1.RC1 | 2.6.0 | 20T24G |



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587 changes: 587 additions & 0 deletions Online/community/ImageFeatureExtraction/Image_Feature_Extraction.ipynb
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22 changes: 22 additions & 0 deletions Online/community/ImageFeatureExtraction/README.md
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# Image Feature Extraction

## 1. 任务简介

本任务展示了如何在 Orange Pi Alpro 开发板上运行图像特征提取（Image Feature Extraction）任务。选用 nvidia/segformer-b0-finetuned-ade-512-512 作为基础模型，进行图像特征提取任务，主要用于图像分类、目标检测等相关任务。

## 2. 环境要求

- **硬件**: Orange Pi Alpro (20T24G)
- **操作系统**: Ubuntu 镜像
- **CANN 版本**: 8.1.RC1
- **Python**: 3.9
- **MindSpore**: 2.6.0 (Ascend 版本)
- **MindSpore NLP**: 0.4.1

## 3. 模型信息

- **模型名称**: nvidia/segformer-b0-finetuned-ade-512-512
- **下载地址**: [https://huggingface.co/nvidia/segformer-b0-finetuned-ade-512-512](https://huggingface.co/nvidia/segformer-b0-finetuned-ade-512-512)
- **参数数目**: 约 3.75M
- **模型文件大小**: < 400 MB
- **用途**: 使用原始模型进行语义分割
2 changes: 2 additions & 0 deletions Online/community/README.md
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| [VideoClassification](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/VideoClassification) | 8.0.0.beta1 | 2.6.0 |8T16G |
| [MaskGeneration](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/MaskGeneration) | 8.1.RC1 | 2.6.0 | 8T16G |
| [DocumentQuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/DocumentQuestionAnswering) | 8.0.0.beta1 | 2.6.0 | 20T24G |
| [ImageFeatureExtraction](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/ImageFeatureExtraction) | 8.1.RC1 | 2.6.0 | 20T24G |


2 changes: 2 additions & 0 deletions README.md
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| [VideoClassification](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/VideoClassification) | 推理 | 8.0.0.beta1 | 2.6.0 |8T16G |
| [MaskGeneration](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/MaskGeneration) | 推理 | 8.1.RC1 | 2.6.0 | 8T16G |
| [DocumentQuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/DocumentQuestionAnswering) | 推理 | 8.0.0.beta1 | 2.6.0 | 20T24G |
| [ImageFeatureExtraction](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/ImageFeatureExtraction) | 8.1.RC1 | 2.6.0 | 20T24G |


> 注：在线案例指导请参考Online文件夹中的README文档

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