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Image Quality Analysis API

Arya.ai’s Image Quality Analysis API leverages advanced image processing and computer vision to assess the quality of any uploaded image. It is perfect for verifying document readability, ensuring compliance standards, and reducing rejections during onboarding or verification.

Try the API

The Image Quality Analysis API is designed to evaluate an image's 'goodness' by analyzing various quality metrics such as brightness, contrast, skew angle, sharpness, and resolution. This helps ensure that document images meet the required standards for processing across industries.

Brightness, contrast, skew, and clarity scoring
Supports image validation for documents like IDs, licenses, and statements
Real-time evaluation with JSON output and actionable scoring

Ideal for platforms where image-based document uploads are crucial to operations, verification, or compliance.

FinTech, Banks, and Lending Platforms
KYC & Onboarding Platforms
Government & Regulatory Portals

Upload an image via the API. Arya.ai’s engine processes the image and returns a detailed report with scores across key quality metrics.

Input: PNG, JPEG, or PDF format
Image is analyzed for skew, brightness, contrast, clarity, noise, and more
Output: JSON response with detailed metric scores and image quality rating

A Smarter Way To AI Adoption

Automated Inspection-Free Processing

Eliminates the need for manual review of uploaded documents, reducing errors and saving time.

Detailed Metric Scoring

Scores images on brightness, contrast, sharpness, skew, and blurriness.

3M+ Images Analyzed

Battle-tested across millions of image samples and real-world document formats.

90% Manual Review Elimination

Reduces the need for human validation, increasing operational efficiency and document acceptance rate.

Arya APIs Empower Axis Bank to Redefine KYC Workflows

Axis Bank streamlined its KYC workflows with Arya AI’s automated document classification and extraction APIs, achieving a 60-65% reduction in operational Cost

Real-World Applications

KYC & Onboarding Flows

Validate uploaded ID and document images for quality before processing.

Lending & Credit Assessment

Ensure submitted proofs are legible and compliant to prevent back-and-forth with applicants.

Insurance Claims

Assess image submissions for damage claims or policy documents to reduce fraud and rework.

Government Documentation

Enable e-governance and digital services by ensuring submitted documents meet clarity standards.

Healthcare & eConsultations

Check prescription scans or medical records for clarity before digital use or analysis.

Background Checks & Recruitment

Ensure candidate documents (DL, ID, education certificates) are verifiable and readable.

Why Our Customers Prefer Apex by Arya AI

Plug & Play AI APIs

Ultra Low Latency Output

ISO & GDPR Certified

No Data Storage

Zero Set-up costs

Pay Per Use

Your Vision, Our AI: Endless Possibilities

From automating critical processes to enhancing customer interactions, we do it all!

Explore More

For Developers

Plug-and-play APIs designed for fast integration, minimizing development effort and maximizing productivity.

Detailed Documentation

Comprehensive documentation to simplify integration and implementation.

SDKs & Libraries

Access resources that eliminate the need to build functionalities from scratch.

Interactive Tutorials & Sandbox

Test API functionalities in a risk-free, simulated setting.

24/7 Technical Support

Round-the-clock support so you have assistance whenever challenges arise.

How we drive customer value

Working with Arya.ai has provided MSIG Life with great support. Their AI applications have been integrated into our operations, addressing key challenges with production-ready models that have made a significant impact. Arya.ai's AI capabilities have helped us enhance our processes, improve security, and increase efficiency across our workflows.
Deekshith and his team have been responsive and have assisted us in streamlining our operations and enhancing the customer experience, enabling us to scale effectively.

Michael Kohan

Head of Digital Solutions

Our Team is greatly thankful for the Bank Statement Analyser of Arya AI. Before using the bank analyser, we had a hard time converting large statements, passbooks and different formats across various banks into tangible insights. But with Arya now, we can generate a speedy report.

Faria Rose Santiago

Co-founder & CEO

Using Arya APIs, we have automated the process of data extraction from KYC submissions as well as Transaction documents along with translation of certain ID proof(s) originally provided in foreign languages, which has greatly eased the operational workload on our team & also saved us on processing time which in turn enhances our overall customer experience.

Vice President Technology

Axis Bank

Appreciate the support we got from Arya in seamlessly processing lakhs of API hits daily. Arya team's expertise provided for excellent guidance and recommendations to help improve the process for large scale integrations. We were able to make this go live in record time of nearly a month. The quality of the work and unwavering dedication brought to the table by Deekshith and team is much appreciated.

Shammi Kapoor

SVP Business Operations

With Arya’s Face Verification and Passive Face Liveness Detection API, we’ve improved the security on our FinTech platform for user verification during transactions. Our Vulnerability to fraud due to identification errors has already reduced by 98% within just six weeks of integrating these APIs. This new process has helped us provide an amazing user experience. Kudos to Arya AI team for ground breaking technology that is making a real good impact on our business.

Sagar Singhal

Co Founder & CEO

Using Arya APIs, we have automated the process of data extraction from KYC submissions as well as Transaction documents along with translation of certain ID proof(s) originally provided in foreign languages, which has greatly eased the operational workload on our team & also saved us on processing time.

Vice President Technology

Axis Bank

+360%

More repayments in past 12 months

Read full story

Our Team is greatly thankful for the Bank Statement Analyser of Arya AI. Before using the bank analyser, we had a hard time converting large statements, passbooks and different formats across various banks into tangible insights. But with Arya now, we can generate a speedy report.

Faria Rose Santiago

Co-founder & CEO

+360%

More repayments in past 12 months

Read full story

With Arya’s Face Verification and Passive Face Liveness Detection API, we’ve improved the security on our FinTech platform for user verification during transactions. Our Vulnerability to fraud due to identification errors has already reduced by 98% within just six weeks of integrating these APIs. This new process has helped us provide an amazing user experience. Kudos to Arya AI team for ground breaking technology that is making a real good impact on our business.

Sagar Singhal

Co-founder & CEO

+360%

More repayments in past 12 months

Read full story

Appreciate the support we got from Arya in Seamless processing lakhs of API hits daily. Arya's team expertise provides for excellent guidance and recommendations to help the process for large scale integrations. we were able to make this go live in a record time of nearly a month. The quality of the work and unwavering dedication brought to the table by Deekshith and the team is much appreciated.

Shammir Kapoor

SVP Business Operations, TATA AIG General Insurance

+360%

More repayments in past 12 months

Read full story

Using Arya APIs, we have automated the process of data extraction from KYC submissions as well as Transaction documents along with translation of certain ID proof(s) originally provided in foreign languages, which has greatly eased the operational workload on our team & also saved us on processing time.

Vice President Technology

Axis Bank

+360%

More repayments in past 12 months

Read full story

Our Team is greatly thankful for the Bank Statement Analyser of Arya AI. Before using the bank analyser, we had a hard time converting large statements, passbooks and different formats across various banks into tangible insights. But with Arya now, we can generate a speedy report.

Faria Rose Santiago

Co-founder & CEO

+360%

More repayments in past 12 months

Read full story

With Arya’s Face Verification and Passive Face Liveness Detection API, we’ve improved the security on our FinTech platform for user verification during transactions. Our Vulnerability to fraud due to identification errors has already reduced by 98% within just six weeks of integrating these APIs. This new process has helped us provide an amazing user experience. Kudos to Arya AI team for ground breaking technology that is making a real good impact on our business.

Sagar Singhal

Co-founder & CEO

+360%

More repayments in past 12 months

Read full story

Appreciate the support we got from Arya in Seamless processing lakhs of API hits daily. Arya's team expertise provides for excellent guidance and recommendations to help the process for large scale integrations. we were able to make this go live in a record time of nearly a month. The quality of the work and unwavering dedication brought to the table by Deekshith and the team is much appreciated.

Shammir Kapoor

SVP Business Operations, TATA AIG General Insurance

+360%

More repayments in past 12 months

Read full story

Working with Arya.ai has provided MSIG Life with great support. Their AI applications have been integrated into our operations, addressing key challenges with production-ready models that have made a significant impact. Arya.ai's AI capabilities have helped us enhance our processes, improve security, and increase efficiency across our workflows.
Deekshith and his team have been responsive and have assisted us in streamlining our operations and enhancing the customer experience, enabling us to scale effectively.

Michael Kohan

Head of Digital Solutions

+360%

More repayments in past 12 months

Read full story

Your Go-To Resource Center for AI Insights

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A Comprehensive Guide

Everything You Need to Know About Image Quality Analysis API

Image rejections and unclear documents lead to delays and poor user experience. Arya.ai’s Image Quality Analysis API ensures that images meet quality benchmarks before entering your system—boosting approval rates, reducing friction, and enhancing automation.

Features of a Good Image Quality API

Brightness, contrast, skew, and clarity detection
Machine-generated image quality scores
Fast real-time processing
JSON response with actionable metrics
Easy to integrate and scale

Applications of Image Quality API

KYC & eKYC: Validate the quality of uploaded documents for faster approvals.
Document Digitization: Assess clarity before storing scanned records.
Insurance Claims: Check the quality of uploaded photos and policy docs.
Healthcare Platforms: Verify the clarity of medical document uploads.
Recruitment: Ensure education or ID proofs are clear for background checks.
Online Form Verification: Reduce dropout from poor-quality image rejection.

Table of Contents

Image Quality Analysis API

A Smarter Way To AI Adoption

Automated Inspection-Free Processing

Detailed Metric Scoring

3M+ Images Analyzed

90% Manual Review Elimination

Arya APIs Empower Axis Bank to Redefine KYC Workflows

Real-World Applications

KYC & Onboarding Flows

Lending & Credit Assessment

Insurance Claims

Government Documentation

Healthcare & eConsultations

Background Checks & Recruitment

Why Our Customers Prefer Apex by Arya AI

Your Vision, Our AI: Endless Possibilities

For Developers

Detailed Documentation

SDKs & Libraries

Interactive Tutorials & Sandbox

24/7 Technical Support

How we drive customer value

Your Go-To Resource Center for AI Insights

A Comprehensive Guide

Everything You Need to Know About Image Quality Analysis API

Features of a Good Image Quality API

Applications of Image Quality API

Frequently Asked Questions

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