AI-Powered Multi-Scale Disease Detection System

Publication ID: 24-11856881_0007_PTD
Published: October 26, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “AI-Powered Multi-Scale Disease Detection System,” Published Technical Disclosure No. 24-11856881_0007_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856881_0007_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,856,881.

Background and Problem Solved

The original patent disclosed a system for detecting plant diseases using multi-stage, multi-scale deep learning. While this technology has proven effective in the agricultural domain, its potential applications extend far beyond. The present invention addresses the limitations of the original patent by exploring new industries and use cases where the core technology can provide significant value.

Novelty and Inventive Step

The new claims introduce novel applications and use cases for the core technology, which are not obvious from the original patent. The inventive step lies in the recognition of the technology's potential to address significant problems in diverse industries and the development of tailored systems and methods to achieve this.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include adapting the core technology to other industries, such as healthcare, finance, or education. Variations of the invention could involve using different types of data, such as audio or text, or integrating the technology with other AI or machine learning approaches.

Potential Commercial Applications and Market

The present invention has significant commercial potential across various industries, including environmental monitoring, agriculture, insurance, logistics, and food safety. The target market includes companies, governments, and organizations seeking to leverage AI and machine learning to drive innovation and improve decision-making.

CPC Classifications

SectionClassGroup
A A01 A01B79/005
G G06 G06F18/214
G G06 G06F18/24317
G G06 G06F18/254
G G06 G06N3/045
G G06 G06N3/08
G G06 G06T3/40
G G06 G06T7/0012
G G06 G06V10/764
G G06 G06V10/774
G G06 G06V10/82
G G06 G06V20/188
G G06 G06V20/60
G G06 G06V20/68
A A01 A01G7/00
G G06 G06T2207/20016
G G06 G06T2207/20081
G G06 G06T2207/20084

Original Patent Information

Patent NumberUS 11,856,881
TitleDetection of plant diseases with multi-stage, multi-scale deep learning
Assignee(s)CLIMATE LLC