Image Quality Assessment API

By
API Layer
Performs a blind image spatial quality evaluator (BRISQUE) algorithm on the image and predicts an image quality score.
Image Quality Assessment API
From
40
Vendor
API Layer

Features

About this Cloud Hub Solution:

What is Image Quality Assessment?

Capturing high-quality photos requires a combination of good composition, lighting, hardware, and most importantly, good taste and judgment. While it's easy to take photos, taking good ones is a challenge. But can we quantify this subjective judgment using mathematical measures?

Some quality metrics, such as noise or blurriness, can be easily detected using algorithms by analyzing pixel information. However, other quality metrics, like cultural context or aesthetic appeal, are much harder to capture using algorithms.

To address this, we use a scientific method called BRISQUE (Blind/Referenceless Image Spatial Quality Evaluator), a widely accepted no-reference image quality score. Our API is a scalable and performant implementation of this method.

Use cases

This image quality assessment service can be used in various scenarios, including:

  • Selecting the best product image: Determine the highest-quality image to display on the front page of your e-commerce site or platform.
  • Sorting products by image quality: Rank products or listings based on their image quality score to provide a better user experience.
  • Displaying high-quality images for ads: Only show high-quality images for advertisements to increase their effectiveness.
  • Ensuring high-quality listings: Only permit high-quality images for listings or products to maintain a consistent and professional appearance.
  • Evaluating images on a URL: Assess the quality of an image hosted on a specific URL

This code will fetch the image located

Highlights

Assess and improve image quality

Provides image metadata

Supports multiple image formats

Offers APIs for developers

Scalable and fast image processing

Code

{
 "description": "good",
 "score": 34.12694469483071
}