Ai-generated algorithms for processing synthetic aperture radar data
AssigneeGtwerx AI, Inc.
InventorsRyan Michael Farris, Clyde Michael Stanfield, Reuben Merrell Sorensen
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Abstract
Technology is disclosed herein for systems and methods of SAR data processing based on generative AI models. In an implementation, a computing apparatus receives a request for information based on synthetic aperture radar data. The computing apparatus generates a prompt for a generative artificial intelligence (AI) model based on the request, wherein the prompt includes a request for processing instructions. The computing apparatus receives the processing instructions and generates a processing algorithm based on the processing instructions. The computing apparatus executes the processing algorithm on SAR data to generate a result responsive to the request.
Claims20
A computing apparatus comprising:
- one or more computer-readable storage media;
- one or more processors operatively coupled to the one or more computer-readable storage media;
- and
- program instructions stored on the one or more computer-readable storage media that, when executed by the one or more processors, direct the computing apparatus to:
- receive a request for information based on synthetic aperture radar (SAR) data;
- generate a prompt for a large language model (LLM) based on the request, wherein the prompt includes a request for processing instructions for processing the SAR data;
- generate a processing algorithm based on the processing instructions;
- and
- process the SAR data according to the processing algorithm.
A method of operating a data processing platform comprising:
- receiving a request for information based on synthetic aperture radar (SAR) data;
- generating a prompt for a large language model (LLM) based on the request, wherein the prompt includes a request for processing instructions for processing the SAR data;
- generating a processing algorithm based on the processing instructions;
- and
- processing the SAR data according to the processing algorithm.
A method of operating processing platform, the processing platform comprising:
- a prompt engine;
- a natural language processing engine;
- and
- a data processing engine;
- the method comprising:
- by the prompt engine:
- receiving a request for information based on synthetic aperture radar (SAR) data;
- generating a prompt for a generative artificial intelligence (AI) model based on the request, wherein the prompt includes a request for instructions for processing the SAR data;
- and
- responsive to submitting the prompt to the generative AI model, receiving the processing instructions from the generative AI model based on the prompt, wherein the processing instructions comprise a sequence of steps for processing the SAR data;
- by the natural language processing engine:
- identifying processing operations, wherein a processing operation of the processing operations is identified for each step of the sequence of steps;
- and
- encoding a processing algorithm including the processing operations from the generative AI model;
- and
- by the data processing engine:
- executing the processing algorithm to process the SAR data to determine a response to the request.
Dependencies are inferred from the claim text.