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Mobiusi/Asparagus-Packaging-Recognition-Dataset

Asparagus Packaging Recognition Dataset With the advancement of agricultural modernization, the need for packaging detection of agricultural products such as asparagus is increasing. However, existing automatic recognition systems face challenges such as brand diversity and packaging complexity, leading to low recognition accuracy. This dataset aims to address the accuracy issues in target detection by collecting images of asparagus under different brands and packaging methods.… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Asparagus-Packaging-Recognition-Dataset.

sourceHugging Facecc-by-nc-sa-4.0updated 7mo agoView on Hugging Face

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Asparagus Packaging Recognition Dataset

With the advancement of agricultural modernization, the need for packaging detection of agricultural products such as asparagus is increasing. However, existing automatic recognition systems face challenges such as brand diversity and packaging complexity, leading to low recognition accuracy. This dataset aims to address the accuracy issues in target detection by collecting images of asparagus under different brands and packaging methods. The dataset includes various types of asparagus packaging images, carefully annotated and suitable for packaging detection and automatic recognition in retail scenarios. Data collection was conducted using high-resolution cameras in natural light and standardized environments, combined with both manual and automated annotation processes. For quality control, we implemented multiple rounds of annotation and expert review to ensure consistency and accuracy. Data storage uses JPG format, organized in a directory structure for quick access.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
asparagus_brand	string	The brand information of asparagus in the image.
packaging_type	string	The type of packaging used for the asparagus, such as plastic bags or cardboard boxes.
asparagus_quantity	int	The number of asparagus visible in the image.
label_visibility	boolean	The visibility status of the label on the asparagus packaging.
color_variation	string	The color variation of the asparagus, such as green or purple.
package_integrity	boolean	Indicates whether the packaging is intact or not.
barcode_present	boolean	Indicates whether there is a barcode present on the packaging.

Compliance Statement

<table> <tr> <td>Authorization Type</td> <td>CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)</td> </tr> <tr> <td>Commercial Use</td> <td>Requires exclusive subscription or authorization contract (monthly or per-invocation charging)</td> </tr> <tr> <td>Privacy and Anonymization</td> <td>No PII, no real company names, simulated scenarios follow industry standards</td> </tr> <tr> <td>Compliance System</td> <td>Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs</td> </tr> </table>

Source & Contact

If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com