Home/Industry/Panel Font Blurriness Recognition Dataset

Panel Font Blurriness Recognition Dataset

V1.0
Latest Update:
2025-10-15
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Character Recognition | Quality Control | Industrial Automation
Applications:
Image Classification | Object Detection

Brief Introduction

The current industrial sector faces challenges in accurately recognizing characters printed with inkjet technology, especially when they are unclear or misaligned. Existing solutions often struggle with high variability in font styles and printing conditions, leading to misinterpretations that can affect operational efficiency. This dataset aims to address the specific technical challenges in recognizing blurry fonts while ensuring that operational processes remain intuitive. The data is collected using high-resolution cameras in controlled environments, ensuring optimal lighting and focus. Quality control measures include multiple rounds of annotation, consistency checks among annotators, and expert reviews to ensure high accuracy. The dataset is organized into a structured format with images stored in JPG and associated metadata in a separate JSON file.

Sample Examples

ImageFile NameResolutionCharacter TypeFont SizeBlur Level
d8331dbefef0a38482ecbea234f8e771.png1280*1305AlphanumericApproximately 12 pixelsMedium blur
e5432cca97004ab881b74cd74713b79c.png1280*1556LettersApproximately 20 pixelsLow
2bb7edc959d535751d1adfd7c5250feb.png1280*1194Chinese charactersApproximately 12 pixelsSlight blur
f3ce2ea76405d19e5e128e168950ff47.png1280*951Letters and symbolsApproximately 14 pixelsMedium blur
37c6ef55fb53e6d579701addd2eca000.png1280*1646AlphanumericApproximately 12 pixelsSlight blur

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
character_typestringThe type of characters involved, such as letters, numbers, or symbols.
font_sizefloatThe size of the font for characters, which can be measured in pixels.
blur_levelintThe level of blur applied to the font, typically represented by a numerical value indicating severity.

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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