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Image Processing Overview

Last updated: 2024-03-25 15:33:39

    Overview

    Image Processing is a set of image processing capabilities provided by Cloud Infinite (CI). It supports basic processing capabilities such as image cropping, format conversion, scaling, and watermarking, image downsizing capabilities such as Guetzli compression and AVIF transcoding and compression, blind watermarking for copyright protection, and AI-based recognition and analysis features such as image enhancement, tagging, scoring, and repair and image matting, meeting your image processing requirements in diverse business scenarios.
    Note:
    Image Processing is available only in public cloud regions.
    Image Processing is charged by CI. For detailed pricing, see Basic image processing fee in Billing and Pricing.
    Currently, image processing is not supported for multi-AZ buckets.
    
    Service
    Feature
    Description
    Basic Image Processing
    Proportional scaling, scaling image to target width and height, and more
    Cut (regular cropping), crop (scaling and cropping), iradius (inscribed circle cropping), and scrop (smart cropping)
    Adaptive rotation and common rotation
    Format conversion, GIF optimization, and progressive display
    Changes the quality of images in JPG and WEBP formats
    Blurs images
    Sharpens images
    Watermarking
    Obtaining image information
    Includes EXIF data
    Performs quick format conversion, scaling, and cropping to generate thumbnails
    Sets image styles to easily manage images for different purposes
    AI-Based Image Recognition
    Image repair
    Removes content like logos, objects, and watermarks from images and intelligently fills it with the background to repair certain areas in images effectively.
    Image matting
    Intelligently recognizes the body part in images and makes the remaining part transparent.
    Logo recognition
    Recognizes brand logos in images and returns information such as logo characters and positions in the images.
    QR code recognition
    Recognizes QR codes in images and returns their positions and content. Recognized QR codes can be pixelated.
    Image tagging
    Intelligently recognizes information such as scenes, objects, animals (including cats, dogs, and birds), and food (including fruits and vegetables) in images and adds corresponding tags. Thousands of tags in dozens of categories are supported.
    Image quality assessment
    Assesses the visual image quality in various dimensions and outputs objective definition scores and subjective aesthetic scores.
    Face recognition
    Detects the face positions, facial features, face quality information in given face images and supports various special effects, including beauty filters, portrait keying, age change, and gender swap.
    FaceID
    Provides capabilities like ID card recognition and face liveness detection.
    Vehicle recognition
    Detects vehicles in images and recognizes information such as vehicle brand, color, location, and license plate number.
    Text recognition
    Intelligently recognizes words in images and converts them into editable text.
    Search by image
    Creates image libraries in a bucket and quickly searches for the same and similar images in the specified image libraries.
    Others
    Abnormal image detection
    Detects images with abnormal and suspicious information such as images with TS video streams.
    

    How to Use

    Using COS console

    You can perform basic image processing operations in the COS console as instructed in Basic Image Processing.

    Using RESTful APIs

    You can perform basic image processing operations or AI-based recognition by using the APIs provided by COS as instructed in Data Processing APIs.

    Restrictions

    Format: JPG, BMP, GIF, PNG, and WebP images can be processed, and HEIF images can be decoded and processed.
    Size: The input image cannot be larger than 32 MB, with its width and height not exceeding 30,000 pixels, and the total number of pixels not exceeding 250 million. The width and height of the output image cannot exceed 9,999 pixels. For an input animated image, the total number of pixels (Width x Height x Number of frames) cannot exceed 250 million pixels.
    Number of frames (for animated images): For GIF, the number of frames cannot exceed 300.
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