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--- |
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license: other |
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language: |
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- zh |
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- en |
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pretty_name: NPM-Artifacts-zh |
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tags: |
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- art |
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- image-captioning |
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- text-to-image |
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- cultural-heritage |
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--- |
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# NPM-Artifacts-zh: National Palace Museum Open Artifacts Dataset |
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## Dataset Description |
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This project collects and organizes public artifact data from the [National Palace Museum Open Data Platform](https://digitalarchive.npm.gov.tw/opendata/). The dataset contains high-resolution images of artifacts and their corresponding rich, structured metadata. All metadata is in Traditional Chinese, detailing information such as the artifact's name, dynasty, dimensions, materials, inscriptions, and seal impressions. |
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This dataset aims to provide researchers, developers, and cultural enthusiasts with a valuable and accessible resource for research and application in various fields, including computer vision, natural language processing, and digital humanities. |
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## Dataset Content |
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The dataset primarily consists of the following parts: |
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1. **`metadata.csv`**: A CSV file containing the master table of all artifact metadata. Each row corresponds to one artifact, with fields serialized as JSON strings. |
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2. **`images/`**: A directory containing all artifact images, including main views and detailed shots. |
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### Data Field Descriptions (`metadata.csv` & `data/*.json`) |
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- `UniqueID`: A unique ID for the artifact. |
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- `URL`: The original URL of the artifact's detail page. |
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- `文物名称` (Artifact Name): The official name of the artifact. |
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- `基本資料` (Basic Information): A JSON object containing basic info like "item name" (`品名`), "artist" (`作者`), "dynasty" (`朝代`), and "format/dimensions" (`格式/尺寸`). |
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- `典藏尺寸` (Collection Dimensions): A JSON array containing detailed dimension information such as "form" (`形式`), "painting dimensions" (`画幅尺寸`), and "mounting dimensions" (`裱绫尺寸`). |
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- `质地` (Material): A JSON array containing "primary material" (`主要质地`) and "secondary material" (`次要质地`). |
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- `题跋资料` (Inscription Data): A JSON array containing information about inscriptions, including the inscriber, content, and source. |
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- `印记资料` (Seal Data): A JSON array containing information about seals, including the seal script transcription and source. |
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- `主题` (Subjects): A JSON array of keywords describing the artifact's subject matter (e.g., landscape, flowers and birds, figures). |
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- `技法` (Techniques): A JSON array of keywords describing the techniques used (e.g., color, ink wash, gold outline). |
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- `參考資料` (References): A list of bibliographic references. |
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- `保存維護` (Conservation and Maintenance): Information about the artifact's conservation and maintenance. |
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## Uses and Tasks |
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This dataset can be used for a variety of tasks, including but not limited to: |
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- **Image Classification**: Classifying artifacts by their dynasty, artist, or subject based on their images. |
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- **Image Captioning**: Training models to generate descriptive text for artifact images. |
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- **Text-to-Image Generation**: Using descriptive text from the metadata to generate corresponding artifact images. |
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- **Optical Character Recognition (OCR)**: Recognizing text from inscriptions and seals on paintings and calligraphy. |
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- **Digital Humanities Research**: Conducting quantitative analysis and visualization of various artifact metadata. |
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## Authors |
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* **[huaaaxuan]** - _[https://huggingface.co/Huaaaxuan]_ | [[email protected]](mailto:[email protected]) | [GitHub](https://github.com/Huang-jia-xuan) |
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* **[tangdoou]** - [Personal Blog](https://tangdoou.github.io/) | [GitHub](https://github.com/tangdoou) |
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## License and Citation |
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The content of this dataset is sourced from the National Palace Museum Open Data Platform and is governed by the "**Open Government Data License, version 1.0** (政府資料開放授權條款1.0版)". |
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Under this license, you are free to reproduce, distribute, publicly transmit, publicly present, publish, utilize, or create derivative works from this dataset without fees or separate application. |
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**When using the data, please note**: |
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1. You must not maliciously alter or distort the data content. |
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2. You should preserve the attribution of the author's name (if applicable). |
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3. It is recommended to credit the data source as the "National Palace Museum" upon use. |
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**How to Cite**: |
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If you use this dataset in your research, we recommend citing it as follows: |
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``` |
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The dataset used in this research was collected and organized by the "NPM-Artifacts-zh" project from the National Palace Museum Open Data Platform (https://digitalarchive.npm.gov.tw/opendata/). |
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``` |
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--- |
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# NPM-Artifacts-zh: 台北故宫博物院开放文物数据集 |
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## 数据集描述 |
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本项目收集并整理了来自[台北故宫博物院开放数据平台](https://digitalarchive.npm.gov.tw/opendata/)的公开文物数据。数据集包含高解析度的文物图像以及与之对应的、丰富的结构化元数据。元数据均为繁体中文，详细描述了文物的名称、年代、尺寸、材质、题跋、印记等信息。 |
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这个数据集旨在为研究者、开发者和文化爱好者提供一份易于访问和使用的宝贵资源，可用于计算机视觉、自然语言处理、数字人文等多个领域的研究与应用。 |
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## 数据集内容 |
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数据集主要包含以下几个部分： |
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1. **`metadata.csv`**: 包含所有文物元数据总表的CSV文件。每一行对应一件文物，字段被序列化为JSON字符串。 |
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2. **`images/`**: 存放所有文物图片的目录，包含主图和细节图。 |
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### 数据字段说明 (`metadata.csv` & `data/*.json`) |
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- `UniqueID`: 文物唯一ID。 |
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- `URL`: 原始的文物详情页链接。 |
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- `文物名称`: 文物的官方名称。 |
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- `基本資料`: 包含“品名”、“作者”、“朝代”、“格式/尺寸”等基本信息的JSON对象。 |
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- `典藏尺寸`: 包含“形式”、“画幅尺寸”、“裱绫尺寸”等详细尺寸信息的JSON数组。 |
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- `质地`: 包含“主要质地”、“次要质地”的JSON数组。 |
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- `题跋资料`: 包含题跋者、内容、资料来源等的JSON数组。 |
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- `印记资料`: 包含印记释文、资料来源等的JSON数组。 |
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- `主题`: 描述文物主题的关键词JSON数组 (例如：山水、花鸟、人物等)。 |
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- `技法`: 描述文物所用技法的关键词JSON数组 (例如：设色、水墨、描金等)。 |
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- `參考資料`: 参考文献列表。 |
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- `保存維護`: 文物的保存与维护信息。 |
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## 用途与任务 |
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本数据集可用于多种任务，包括但不限于： |
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- **图像分类**: 根据文物图片对其朝代、作者或主题进行分类。 |
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- **图像描述生成 (Image Captioning)**: 训练模型为文物图片生成描述性文字。 |
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- **文本到图像生成 (Text-to-Image)**: 使用元数据中的描述文字来生成对应的文物图像。 |
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- **光学字符识别 (OCR)**: 对书画作品中的题跋、印记进行文字识别。 |
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- **数字人文研究**: 对文物的各种元数据进行量化分析和可视化。 |
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## 作者 |
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* **[huaaaxuan]** - _[https://huggingface.co/Huaaaxuan]_ | [[email protected]](mailto:[email protected]) | [GitHub](https://github.com/Huang-jia-xuan) |
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* **[tangdoou]** - [Personal Blog](https://tangdoou.github.io/) | [GitHub](https://github.com/tangdoou) |
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## 授权与引用 |
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本数据集的内容来源于台北故宫博物院开放数据平台，遵循“**政府資料開放授權條款1.0版** (Open Government Data License, version 1.0)”。 |
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根据该条款，您可以自由地重制、散布、公开传输、公开发表、发行、利用本数据集，或进行各种衍伸创作，无需付费、也无需另外申请。 |
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**使用时请注意**: |
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1. 不得恶意变更、扭曲数据内容。 |
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2. 应保留作者的姓名表示权（如适用）。 |
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3. 建议在使用时标注数据来源为“台北故宫博物院”。 |
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**如何引用**: |
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如果您在研究中使用了本数据集，建议按以下方式引用： |
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``` |
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本研究使用的数据集由 "NPM-Artifacts-zh" 项目收集、整理自台北故宫博物院开放数据平台 (https://digitalarchive.npm.gov.tw/opendata/)。 |
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``` |
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