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Artificially intelligent, machine learning-based, image enhancement, processing, improvement and feedback algorithms

机译:人工智能,机器学习,图像增强,加工,改进和反馈算法

摘要

Systems, methods, and computer program products leverage artificial intelligence, and machine learning to process image enhancements using image enhancement techniques and algorithms. Image enhancements are determined to be best suited for enhancing each image as a function of each images' calculated validation parameters by an analytics engine. The images are each categorized by the image quality as a function of the validation parameters. Images identified as having an improvement space are further processed by querying the images' validation parameters using a knowledge base comprising historical data describing past image enhancements and historical validation parameters to the current image. A matrix of recommended enhancements, along with a predicted success rate for improving the image quality is provided to a user interface. A user can select one or more enhancements to apply to the image(s) and further provide feedback to the knowledge base, further improving enhancement recommendations and success rates.
机译:系统,方法和计算机程序产品利用人工智能,以及机器学习使用图像增强技术和算法来处理图像增强。确定图像增强最适合于通过分析引擎作为每个图像计算验证参数的函数增强每个图像。通过图像质量作为验证参数的函数,图像各自分类。通过使用包括描述过去图像增强和历史验证参数的知识库,通过将图像的验证参数查询到当前图像的历史验证参数,进一步处理所识别为具有改进空间的图像。向用户界面提供推荐增强矩阵以及用于提高图像质量的预测成功率。用户可以选择一个或多个增强功能以​​应用于图像,并进一步向知识库提供反馈,进一步提高增强建议和成功率。

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