Often security operations, whether at the individual camera or SOC are impacted by the resolution filmed at. Whether enhancing lower resolution or enabling resolution scaling, often security operations are impacted by compression and artifacting that distort information otherwise necessary to enable security and observation efforts. This is a problem affecting lower and higher resolution cameras, even at 2k, 4k and 8k. 

Repair older or artifacted footage to enable safety and security operations.

Often, objects captured and recorded regardless of the resolution end up being extremely small relatively, especially when most cameras for factory or floor operations are at a standard 1080p. Out of a 4k cameras a given person is approximately 60×60 pixels, and out of 2k 30×30 and can be far too small to make out critical details. Our technology allows for dramatic upscaling and intelligent zoom-in, and control of media interaction, revealing underlying information already present that would otherwise go unseen.
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Dramatically increase your ability to see into security footage.

Repair the entire feed, stream or cold storage video and photos, or sections of the video to gain better insight and understanding, to enable security and safety. Holistically our system enhances the input media before connecting to our additional analysis tools. Our technology can dramatically improve inputs to enable scene understanding, whether for human observers, or Automation and AI analysis.

Intelligent Extract

From intelligent Zoom In, to Region Extraction that you can send to our AI to augment far beyond current market capabilities. This tool can be combined with our enhancement and analysis AI for further insights and understanding.
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Empower Your Security Operations With AI

Take control of operations and security with our AI and tools that can enable insight and analysis.

Behavioral Analysis

Pose Estimation Analysis enables behavior analysis and tracking prediction.

Automatic Object Extraction

Automatic Object Extraction to Enhance Specific Objects or enable Automation and 3d generation.

Automatic AI Based Analysis

Unleash Actionable and Otherwise Unseen Details with our Automatic AI based Analysis system and tools.

Coordinate Teams

Share content easily with team members as you edit and augment.​ Advanced coordination capabilities, enabling coordination and collaboration on team projects.​ AI analytics and trends over time, data controls for price management of AI inference and tools.​ Powerful tools to ensure you retain control over how you want to enhance and analyze your images and videos.​

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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For Macroscopic and Microscopic Scale Imagery and Video

For Satellite Based Observation and Security. Below image provided by Airbus Pleiades Constellation, Original Image Size 50K x 50K 1 GB. Image of Marseilles, France.

Empower National Security and Commercial Satellite Operations.

Extracted Images From Satellite Image

256 x 256 Enhanced x16 up to 4k.

Extracted Images From Satellite Image

500 x 500 Enhanced x16 up to 8k.

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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