Home/Retail/Occluded Biscuit Product Image Dataset

Occluded Biscuit Product Image Dataset

V1.0
Latest Update:
2026-01-14
Samples:
15000 records
File Size:
4.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
product recognition | image analysis | e-commerce applications
Applications:
object detection | image classification

Brief Introduction

In the retail e-commerce sector, visual recognition systems are increasingly essential for automating product identification and enhancing customer experiences. However, many existing datasets lack sufficient examples of occluded products, which is a common occurrence in real-world scenarios. This dataset aims to address the challenge of recognizing partially obscured biscuit packages, such as Oreo, Bourbon, and TUC, by providing a diverse collection of images captured under various conditions. The dataset includes images taken in typical retail environments, ensuring relevance to real-world applications. Quality control measures include multiple rounds of annotations, consistency checks, and expert reviews to ensure high-quality annotations. The images are stored in JPG format, organized systematically for easy retrieval.

Sample Examples

ImageFile NameResolutionTagsOcclusion Level
ddc1a7fec7078c82b717c598d31dcd94.png1280*1305CookiesNo Significant Occlusion
a4b9ed383b51a99baea29fb2813a7c67.png963*1280CookiesPartial Occlusion
89b5364bd7ca9bb209720998fe8f8341.png1280*1736BiscuitSlight Occlusion
bbb0202998a8c9693d1a7ab36acc0ada.png1280*1694BiscuitNo Significant Occlusion

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
labelstringCategory tags of products in the image.
occlusion_levelstringDescription of the occlusion level of products in the image.

Compliance Statement

ItemContent
Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs

Can't find the data you need?

Post a request and let data providers reach out to you.