Innovatiana/innv-luxury-fashion-dataset-fraud-detection

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license: cc-by-4.0
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# Dataset Card for innv-luxury-fashion-dataset-fraud-detection
This dataset contains a curated collection of images of Chanel products gathered from various online sources, irrespective of their legitimacy. The rights to these images should belong to the owners of the Chanel brand. Innovatiana does not claim any rights to these images. Innovatiana's role was to curate the images in a single dataset and classify them into product groups, making the dataset usable for AI developers looking to develop AI use cases in fashion and in fraud detection.

# Dataset Description
Content: The dataset includes high-quality images of Chanel products, such as clothing, accessories, footwear, handbags, and perfumes.
Sources: Images were collected from a variety of websites, ensuring a diverse representation of Chanel's product range, in diverse scenes.
Format: All images are in JPG format, organized into folders based on product categories.
Annotations: Each image is raw, without metadata. Feel free to drop us a message if you are exploring a Use Case requiring metadata.

# Dataset Usage
This dataset is intended to assist with AI use cases, including but not limited to:
Fraud detection: Identifying counterfeit products.
Object detection: Recognizing and categorizing Chanel products in images.
Defects detection: Identifying defects or scratchs on Luxury fashion products.

# Dataset Structure
innovatiana-chanel-dataset-for-fraud-detection/

├── bag---2.55/

├── 1

│ ├── 1

│ ├── 1.jpg

│ ├── 2.jpg

│ ├── ...

├── 2

│ ├── 2

│ ├── 1.jpg

│ ├── 2.jpg

│ ├── ...

├── ...

│

# Licence
This dataset is intended for educational and research purposes only. All product images are the property of their respective copyright holders. Users must ensure they comply with applicable laws and regulations when using this dataset. Innovatiana does not claim any rights to these images.

# Contact
For any questions or issues, please open an issue on this Hugging Face repository or contact the maintainer at info [at] innovatiana [dot] com

# Disclaimer
This dataset is not affiliated with or endorsed by Chanel. It is created solely for academic and research purposes. Please reach out to info [at] innovatiana [dot] com if you are looking to enrich this dataset or to create a similar one for a commercial usage.

license: cc-by-4.0

# 欺诈检测奢侈品时尚数据集（innv-luxury-fashion-dataset-fraud-detection）
本数据集收录了从各类在线渠道收集的香奈儿（Chanel）产品精选图片，无论其是否为正品。所有图片的版权均归香奈儿品牌所有者所有，Innovatiana不对这些图片主张任何权利。本机构仅负责将图片整合为统一数据集，并按产品类别进行分类，以供致力于开发时尚领域与欺诈检测领域人工智能应用场景的AI开发者使用。

## 数据集描述
### 数据集内容
本数据集包含香奈儿各类产品的高清图片，涵盖服装、配饰、鞋履、手袋及香水等品类。
### 数据来源
图片从多个网站收集而来，覆盖香奈儿全品类产品，并包含多样化的拍摄场景，确保数据集的多样性。
### 文件格式
所有图片均采用JPG（JPEG）格式，并按产品类别分文件夹存储。
### 标注说明
所有图片均为原始文件，未附带元数据。若您的应用场景需要元数据，请随时与我们联系。

## 数据集用途
本数据集可助力开发以下人工智能应用场景（包括但不限于）：
1. 欺诈检测：识别假冒伪劣产品；
2. 目标检测：识别并分类图片中的香奈儿产品；
3. 缺陷检测：识别奢侈品时尚产品的瑕疵或划痕。

## 数据集结构

innovatiana-chanel-dataset-for-fraud-detection/
├── bag---2.55/
│
├── 1
│ ├── 1
│ ├── 1.jpg
│ ├── 2.jpg
│ ├── ...
│
├── 2
│ ├── 2
│ ├── 1.jpg
│ ├── 2.jpg
│ ├── ...
│
├── ...

## 使用许可
本数据集仅可用于教育与研究用途。所有产品图片的版权归各自的版权所有者所有，使用者在使用本数据集时需确保遵守当地相关法律法规。Innovatiana不对这些图片主张任何权利。

## 联系方式
如有任何疑问或问题，请在本Hugging Face仓库中提交Issue，或通过邮箱[e-mail]与维护者取得联系。

## 免责声明
本数据集与香奈儿无任何关联，亦未获得其背书。本数据集仅用于学术与研究用途。若您希望丰富本数据集内容，或为商业用途创建同类数据集，请通过[e-mail]与我们联系。