【开源实习】越南语语种的多模态数据资源在昇腾AI开发板上运行应用 #136
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代码文件中添加数据集和模型下载的代码实现 |
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辛苦代码合入master分支的orange-pi-mindspore/Online/community目录下,项目目录和代码文件命名格式参考代码仓中已有项目的格式;同时目录orange-pi-mindspore/Online/,orange-pi-mindspore/Online/community/下的readme文件对应位置补充该项目的相关版本信息 |
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为了代码规范,默认设置已经是PYNATIVE_MODE,所以删除代码中的ms.set_context(mode=ms.PYNATIVE_MODE)部分 |
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已按照要求修改了代码并更新了相关的README.md,调整PR合并至master分支 |
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验收通过,可以合入 |
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Description: 开源实习任务#2079
This PR implements a Vietnamese image-text semantic search application as part of the OpenDataLab "WanJuan-Silk Road" community task. The goal is to demonstrate multimodal data processing and retrieval on the OrangePi AIpro20T.
Approach: Uses the MindNLP framework with the XLM-RoBERTa model to generate embeddings for Vietnamese text and images, enabling semantic cross-modal retrieval.
Related Issue: Fixes #2079 (Ref: mindspore/community#2079).
Changes:
1.New Module:
Online/community/ImageTextPairSearching2.Core Files: Added mindspore_image_text_pair_searching.ipynb for the interactive search pipeline and a comprehensive README.md for deployment guidance.
Testing & Benchmark:
Environment: Verified on OrangePi AIpro20T with CANN 8.1.RC1, MindSpore 2.5.0, Python 3.9 and MindNLP 0.4.1.
Functionality: Successfully retrieved relevant images using Vietnamese queries with similarity scores verified in the demo output.
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