Canned Food Product Occlusion Image Dataset
V1.0Latest Update: | 2026-01-14 | Samples: | 5000 records |
Samples: | 5000 records | ||
File Size: | 1.5G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | Product Recognition | Occlusion Handling | Image Classification | ||
Applications: | Object Detection | Image Segmentation | ||
Brief Introduction
The canned food retail industry faces challenges in accurately recognizing products that are partially occluded on shelves, impacting inventory management and sales optimization. Existing solutions often struggle with occlusion scenarios, leading to misidentification and stock discrepancies. This dataset aims to address these technical challenges by providing a comprehensive collection of images depicting various canned food products, including brands like Campbell’s, Del Monte, and Goya, under different occlusion conditions. Data was collected using high-resolution cameras in retail environments, ensuring a realistic representation of shelf layouts. Quality control measures included multi-round annotations by trained personnel, consistency checks, and expert reviews to guarantee the accuracy of labels. The dataset is stored in JPG format, organized into categorized folders for easy access.
Sample Examples
| Image | File Name | Resolution | Product Type | Brand Name | Degree Of Occlusion | Label Position | Product Quantity | Image Brightness | Image Contrast | Background Type | Damage Degree | Label Visibility |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | 8de396995acdc9a50f23c16d6de1570e.jpg | 1224*1632 | Canned Fruit | Dole | Partially Obstructed | Middle of the Can | 1 | Medium | Medium | Carton Background | No Damage | Partially Visible |
 | b9360701789c723f8434fcbeb9e9b9f1.jpg | 961*2080 | Canned Fruit | Unrecognizable | Partially Obstructed | Lower Centered | 4 | Medium | Medium | Natural Environment | No Damage | Partially Visible |
 | a60c6f3bee0e33cb5f0edbf931bcda84.jpg | 1224*1632 | Canned Fruit | Unknown | Slightly Obstructed | Top | 8 | Medium | Medium | Carton | Slightly Damaged | Not Visible |
 | 7b28cedecbc22d40db865de7462ab4c4.jpg | 1921*2649 | Canned Fruit | Unknown | Partially Obstructed | Top and Side | 1 | Medium | Moderate | Supermarket Shelf | No Damage | Partially Visible |
 | 20675ad3e36d03bbbe8acae62841628a.jpg | 1060*947 | Canned Fruit | Dole | Slightly Obstructed | Bottom Left of Image | 3 | High | Medium | Indoor Environment | No Damage | Fully Visible |
 | 0812f2efdfcf5d0b419e16b9c2e0f1e6.jpg | 1224*1632 | Canned Legumes | HEINZ | Slightly Obstructed | Close to Image Center | At Least 6 | Medium | Medium | Indoor Environment | No Damage | Fully Visible |
 | 5d2e8a1f6aa63d8b6e4a268f7e3c0641.jpg | 500*375 | Canned Legumes | OLD EL PASO | Unobstructed | Front Center | 1 | Medium | Medium | Indoor Environment | No Damage | Fully Visible |
 | a352a4418d0fbd5d89b3ff4cfb96873b.jpg | 1271*1573 | Canned Fruit | Dole | Unobstructed | Left Side | 1 | Medium | Medium | Kitchen Environment | No Damage | Fully Visible |
 | 695f2337934ab0f4d61c20be5040ce6c.jpg | 1068*1872 | Canned Legumes | Unspecified | Partially Obstructed | Center | 2 | Moderate | Moderate | Indoor Environment | No Damage | Partially Visible |
 | d95e8e68eb000a1f8078af200d4da7a1.jpg | 1224*1632 | canned beans | HEINZ | slightly obstructed | front | 1 | medium | medium | white background | no damage | fully visible |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| product_type | string | The specific type of canned food, such as vegetable cans, fruit cans, etc. |
| brand_name | string | The brand name of the canned food product. |
| occlusion_level | string | The degree of occlusion of canned goods in the image, such as slightly occluded, partially occluded, completely occluded, etc. |
| label_position | string | The position of the canned food label in the image. |
| num_products | int | The number of canned food products appearing in the image. |
| image_brightness | float | The brightness value of the image. |
| image_contrast | float | The contrast value of the image. |
| background_type | string | The type of background in the image, such as a white background, natural environment, supermarket shelf, etc. |
| damage_level | string | The degree of damage to canned food products, such as undamaged, slightly damaged, severely damaged, etc. |
| label_visibility | string | The visibility of canned food labels in the image, such as fully visible, partially visible, not visible, etc. |
Compliance Statement
| Item | Content |
|---|---|
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs |
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