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Post Proccessing · Parabolize image preview

Post Proccessing · Parabolize

Image·eachlabs·by eachlabs

Quadratic warp with adjustable curvature strength and apex (x, y) coordinates.

Try it now →
API reference
Runtime (p50)
10s
Estimated price
$0.001
Call the API
prediction.sh
sh
curl -X POST \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Content-Type: application/json" \
  --data '{
    "model": "post-processing-parabolize",
    "version": "0.0.1",
    "input": {
        "image_url": "https://storage.googleapis.com/magicpoint/inputs/post-processing-input.png",
        "parabolize_coeff": 5.4,
        "vertex_x": 0.4,
        "vertex_y": 0.4
    },
    "webhook_url": ""
}' \
  https://api.eachlabs.ai/v1/prediction/
Documentation8 sections
  • Overview

    post-processing-parabolize — Image-to-Image AI Model

    Developed by Eachlabs as part of the Eachlabs family, post-processing-parabolize is a specialized image-to-image transformation model that applies precise quadratic warp effects to images. Rather than generating new content, this model excels at geometric image transformation—applying parabolic distortions with mathematical precision. It solves a specific creative and technical challenge: enabling predictable, parameter-driven image warping that maintains quality while giving creators exact control over the transformation's intensity and position.

    Post-processing-parabolize stands apart from general image editors through its parametric approach. Instead of manual adjustment sliders, users define curvature strength and apex coordinates (X, Y position), making it ideal for developers building image-to-image AI pipelines, batch processing workflows, and applications requiring reproducible geometric transformations. This model is particularly valuable for teams integrating post-processing effects into automated image workflows.

  • Capabilities
    • Applies smooth, continuous parabolic warps to images with user-defined parameters
    • Maintains high image quality with minimal introduction of artifacts when used within recommended settings
    • Highly adaptable for both creative and technical workflows
    • Supports a wide range of image resolutions and formats
    • Enables precise geometric manipulation not easily achievable with standard filters
    • Well-suited for both single-image and batch processing scenarios
  • Use cases

    Use Cases for post-processing-parabolize

    Creative designers and visual effects artists: Designers working on motion graphics, album artwork, or experimental visual projects can use post-processing-parabolize to apply consistent parabolic distortions across image sequences. By setting specific curvature strength and apex coordinates, they achieve repeatable effects that maintain visual coherence across a series—for example, applying a subtle parabolic warp with apex at coordinates (512, 384) and curvature strength 0.7 to create a lens-like bulge effect across product photography.

    E-commerce and product imaging teams: Product photography often requires creative perspective shifts and distortion effects to showcase items in unique ways. Teams can integrate post-processing-parabolize into their image-to-image AI pipeline to automatically apply consistent warping effects to product images, reducing manual editing time while maintaining brand-consistent visual treatment across catalogs.

    Developers building image processing applications: Software engineers developing image editing platforms or automated visual content tools can leverage post-processing-parabolize's parametric API to offer geometric transformation capabilities to end users. The model's lightweight architecture makes it ideal for real-time preview systems and batch processing workflows where performance and predictability matter.

    Architectural and spatial visualization: Architects and visualization specialists can use the quadratic warp to simulate lens distortion, perspective correction, or creative spatial effects in architectural renderings and floor plan visualizations, enabling new creative possibilities in how spaces are presented to clients.

  • Tips & tricks

    How to Use post-processing-parabolize on Eachlabs

    Access post-processing-parabolize through Eachlabs via the interactive Playground, REST API, or Python SDK. Provide your input image along with curvature strength (controlling warp intensity) and apex X,Y coordinates (positioning the distortion center). The model processes your image and returns the transformed output in standard image formats, ready for immediate use or further pipeline integration. Eachlabs handles scaling and optimization, allowing you to focus on creative and technical results.

    ---END_CONTENT---
  • Technical spec

    What Sets post-processing-parabolize Apart

    Post-processing-parabolize delivers three core capabilities that distinguish it in the image transformation space:

    • Precise parametric control: Unlike standard image filters with vague intensity settings, post-processing-parabolize accepts explicit parameters—curvature strength and apex X,Y coordinates—enabling mathematically predictable transformations. This precision makes it ideal for developers building AI image transformation APIs and creative tools requiring reproducible results.
    • Lightweight post-processing architecture: Designed as a focused transformation tool rather than a heavy generative model, post-processing-parabolize integrates efficiently into image processing pipelines. This makes it suitable for batch processing, real-time applications, and cost-effective scaling in production environments.
    • Geometric distortion with quality preservation: The quadratic warp algorithm maintains image quality while applying parabolic effects, making it suitable for professional creative workflows where output fidelity is non-negotiable. The adjustable apex positioning allows creators to control exactly where the distortion is centered.

    The model accepts image input alongside numerical parameters for curvature strength and apex positioning, delivering transformed images optimized for both creative and technical applications. Post-processing-parabolize integrates seamlessly into image-to-image AI workflows, supporting standard image formats and enabling batch processing at scale.

  • Things to be aware of
    • Some users report that extreme curvature values can cause pixelation or stretching artifacts, especially near image edges
    • Apex positioning outside the image bounds may result in unexpected or less controllable distortions
    • Processing time increases with image resolution, though most users find performance acceptable on modern hardware
    • Memory usage can spike during batch processing of high-resolution images
    • Consistency is generally high when using fixed parameters, but subtle differences may occur with highly detailed images
    • Positive feedback centers on the model’s flexibility and ease of use for creative experimentation
    • Some negative feedback relates to the learning curve for achieving precise, predictable results with complex images
  • Key considerations
    • Carefully select curvature strength to avoid excessive distortion, which can lead to unnatural results
    • Positioning the apex thoughtfully is crucial for achieving the intended visual effect
    • For best results, use high-resolution source images to minimize visible artifacts after warping
    • Batch processing is possible but may require additional memory for large image sets
    • Quality and speed are generally balanced, but very high resolutions may increase processing time
    • Prompt engineering: Clearly specify both curvature and apex parameters for reproducible outcomes
  • Limitations
    • Not optimal for images requiring preservation of strict geometric proportions or undistorted features
    • May introduce visible artifacts at extreme parameter settings or with low-resolution source images
    • Limited to parabolic (quadratic) transformations; does not support more complex or custom warp functions

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* FAQ

About Post Proccessing · Parabolize

01 / 03

What is Post-Processing Parabolize?

Post-Processing Parabolize is an image effect utility developed by each::labs that applies a parabolic curve to the tonal distribution of an image, producing a distinctive contrast and brightness transformation. It is a creative color grading tool that modifies the image's luminance response for stylized output.