Digital Content

Augment and Enhance Your Images and Videos for Display on Websites and Applications.

Dynamic AI System To Unlock Your Legacy or Low Resolution Media for your Business Operations.

Revolutionize How You Display Your Content

Dynamic and high fidelity data repair and enhancement platform, combined with state of the art Artificial Intelligence empower insights and tools, perfect for enabling startups, small to large businesses & Enterprise data repair, file size reduction while retaining high quality.

Sign Up for Our Beta Or Email Us to Inquire For Active End Use.

This Allows You To Unlock Low Resolution PNG and JPEG images for Display on Websites and Social Media, Allowing for High Resolution Displays that Otherwise Would be Too Large in File Size, or the Image too Low Resolution For Use.

Unlock the Colors in Your Old Photos in 3 Easy Steps!

Upload your Video or Stream

Click on “Upload Video" button to upload your video, connect your stream, or drag and drop multiple images to allow for processing by our platform AI and tools.

Enhance or Analyze Videos

Use our AI platform to repair low resolution, or existing high resolution images for actionable insights. Easily extract objects and images from videos, repair and enhance in combination with our Analysis AI.

Leverage Our Tools

Our system delivers dynamic tools alongside our AI to enable ease of use, but also flexibility in how you would like to interact with your data. Easily extract objects and images from videos, repair and enhance in combination with our Analysis AI.

Secure Your Operations

Models Developed For Enhancement and Analysis
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Images Processed
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Videos Processed
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Repair and Control How You Want To Display Your Content.

Before and After with our Upscale and Artifact (blur/noise) Repair to enable display for end uses in applications, websites, stores and other marketing content for businesses or the general user.


Next Generation File Size Control

Our Technology Allows For Dramatic Upscaling and Pixel Density Injection, Allowing for Increadibly Low Sized Images to Retain High Quality Appearance, Going Beyond Traditional PNG and SVG filetypes.

Input Image

677 x 450p - PNG Filetype - 501 kb

677 x 450p - JPG Filetype - 50.9 kb

Our Technology

10832x7200p - PNG - x32 - 39.2 mb

10832x7200p - JPG - x32 - 2.9 mb

Enhance Your Generated Content

Take your AI generated content from 720 and 2k to 8 and 12k. Unlock your imagination’s full potential, to be on display at the best resolution possible, enabling the general public to increase the quality of AI outputs from famous platforms such as with Midjourney or OpenAI’s Dall-E and soon to be released Sora, among others AI models. With our technology you can remove artifacting, blur and distortions that otherwise might also affect the viewer content perception.

Supercharge Your Content Production

Whether self created, licensed, or generated content, find new life for your digital content on modern displays and devices as our AI system enables you to Upscale, Remove Compression Artifacting, and dramatically reduce the size of files without losing quality.

Latest AI Work

Input Image

Our Technology


For Photos or Videos, Professional or Private.

Developed in Collaboration with Leading Professionals To Ensure High Fidelity Transformation of Images and Video To Ensure Your Team Can Best Control How They Would Like To Display Your Company or Private Content.

Frequently Ask Question

Predictive Equations specializes in cutting-edge machine vision technology, offering AI-driven enhancements for images and videos. Their solutions include detail restoration, deblurring, denoising, relighting, recoloring, harmonizing, and upscaling, targeting a broad range of applications across industries such as legal, forensics, healthcare, and more. They aim to unlock new insights and experiences through their technology, catering to both business and individual users.

Predictive Equations is solving the challenge of low resolution, and low quality media, such as noise or compression artifacting, enhancing images and videos to enable observational insights.

A application to leverage the AI we have developed for both businesses and the general public, through cloud and api access, as well as local install. Scheduled for release in 2024.

Predictive Equations is committing to enabling the general public easier access to AI, working in hand with researchers to deliver models and tools leveraging those models to businesses and the general public. As a part of that, we have built a number of AI to enable analyzing photos and videos. While this has been built for specifically legal end use, the dynamic and high fidelity nature of our AI system means we believe it is also of great value to other industries and the general public to enable information, research, and insight concerning their digital media.
This technology preprocesses the visual inputs to improve resolution and clarity, facilitating enhanced detection capabilities and enriched human perception within a given context. By employing a dynamic, single-shot AI approach, the system offers both flexibility and efficiency in processing, capable of performing a wide range of enhancements including upscaling (up to 32x and resolutions as high as 12k), deblurring, denoising, light amplification, and color & image harmonization. In addition to these enhancements, the system integrates a comprehensive analysis toolkit leveraging both conventional and advanced techniques for object detection, edge feature matching, face recognition, path estimation, object tracking, object extraction, and image insertion. This multifaceted approach allows for deep insights, enabling both human and machine to achieve a better understanding of the visual data. Distinguished by its use of high fidelity, non-generative AI, the system focuses on transformative operations that utilize feature mapping and context awareness. This method ensures that enhancements maintain the integrity and authenticity of the original images or videos. The technology is complemented by state-of-the-art image and video processing tools, including support for 8k and 12k video encoding, region of interest (ROI) extraction, and advanced file conversion methods that preserve the perceptual quality of the content while significantly reducing file size. This system represents a leap forward in the field of image and video enhancement, offering a robust solution for improving visual data analysis and perception.
Yes, we have 4 defendants we have enabled early release, several traffic related cases, and multiple investigations with police out of the USA.
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