Home/Retail/Condiment Product Occlusion Image Dataset

Condiment Product Occlusion Image Dataset

V1.0
Latest Update:
2026-01-14
Samples:
15000 records
File Size:
3.4G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
product recognition | image segmentation | computer vision
Applications:
object detection | image classification

Brief Introduction

The condiment market is facing challenges such as product misidentification and occlusion in images, which can hinder effective inventory management and customer experience. Current solutions often fail to account for occlusions that obscure product labels, leading to inaccuracies in automated processes. This dataset aims to address these issues by providing a comprehensive collection of occluded images of popular Asian condiments like Kikkoman, Maggi, and Lee Kum Kee, thus fulfilling a critical need for training robust computer vision systems. The dataset will be collected using high-resolution cameras in various retail environments, ensuring diverse lighting and occlusion scenarios. Quality control will involve multiple rounds of annotation, consistency checks, and expert reviews to maintain high accuracy. Images will be stored in JPG format, organized systematically for easy access and processing.

Sample Examples

ImageFile NameResolutionTarget CountDegree of OcclusionProduct LabelsBounding BoxVisibility
632fb42ad84e9c1f876497c170a9dba7.jpg1224*16323Partially obstructedTaco Seasoning Mix, Yellow Mustard, Popcorn Kernel[{'x1': 450, 'y1': 200, 'x2': 600, 'y2': 500}, {'x1': 300, 'y1': 150, 'x2': 450, 'y2': 350}, {'x1': 150, 'y1': 100, 'x2': 350, 'y2': 300}]Approximately 70%
8317cba968ef169981e150091b040d4b.jpg1224*16321Partially obstructedGARLIC BUTTER(200, 100, 400, 600)80%
9ba5db43b03f7f1f4e822f41e7d8207a.jpg966*20691UnobstructedTaco Seasoning BottleEntire image100%
a647382b1fbc4de3a782245cf5e5ef5e.jpg1224*16321UnobstructedGrill Mates Garlic Butter SeasoningUnable to provide precise coordinates100%
95af0354d083a0709c84a3ea0e58b30e.jpg1224*16321UnobstructedOld Bay SeasoningApproximately at the lower left of the image, significant proportion100%
2765dcdafe45fb663155b277a93b497c.jpg975*20491UnobstructedTaco Seasoning Mix(x1: 250, y1: 100, x2: 550, y2: 800)100%
0389275858d1dc2c92c5fde5f71f9237.jpg988*20231UnobstructedOLD BAY SEASONINGEntire image100%
41a06ee15cc10acbe4c84c71e7b95240.jpg1224*16321UnobstructedBadia Sazón Completa Complete Seasoning(200, 150, 600, 850)100%
03537db9f40a41fd3a99fab697f671f0.jpg1224*16321UnobstructedMcCormick Seasoning(100, 150, 400, 700)100%
39fa78164f0d8599ba9c7e0c4a94714a.jpg1224*16321Partially ObstructedBadia Complete SeasoningPart of the hand and bottle bodyApproximately 80%

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
object_countintThe total number of condiment products in the image.
occlusion_levelstringThe degree to which products are obscured, such as partially or completely blocked.
labelstringThe labels or names of condiment products detected in the image.
bounding_boxjsonCoordinate information of the bounding box for each product.
visibilityfloatThe proportion of the product actually visible 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

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