Predictive Equations develops software to convert, enhance, upscale, and otherwise repair images using a combination of deep-learning and machine-vision models and frameworks. The company's technology is also designed for object classification and detection for image and video analysis, with a focus on enabling eForensics insights. Predictive Equations' technology is currently used by attorneys and in courts, with pilot projects in Israel and the United States. Predictive Equations specializes in cutting-edge machine vision technology, offering AI-driven enhancements for images and videos, including detail restoration, deblurring, denoising, relighting, recoloring, harmonizing, and upscaling. Their solutions target a broad range of applications across industries such as legal, forensics, healthcare, and more, aiming to unlock new insights and experiences for both business and individual users. The company offers cloud and local install AI solutions with robust Enhancement and Analysis AI models. Predictive Equations is committed to enabling the general public easier access to AI, working with researchers to deliver models and tools leveraging those models to businesses and the general public. While their AI and tools began as legal-oriented software, the combination of enhancement and recognition has proven valuable for various industries by combining machine vision techniques with deep learning algorithmic modeling for greater fidelity and insight regarding image and video data. They focus on fidelity and the ethical deployment and utilization of AI. The platform supports object detection, feature matching for image comparison, Region of Interest extraction, Image and Video segmentation, pose estimation, object extraction, file transfer, and image size optimization. The system is 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 visual data. 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. Predictive Equations has also enabled early release for four defendants, assisted in several traffic-related cases, and supported multiple police investigations outside of the USA.
