Advanced Plant Disease Detection AI Technology

Publication ID: 24-11856881_0009_PTD
Published: October 26, 2025
Category:Specialized Variations & Niche Solutions

Legal Citation

pr1or.art Inc., “Advanced Plant Disease Detection AI Technology,” Published Technical Disclosure No. 24-11856881_0009_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856881_0009_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 computer system for detecting plant diseases using a multi-stage, multi-scale deep learning model. However, this invention did not address the unique challenges of detecting plant diseases in specialized environments. The present invention solves this problem by providing customized solutions for these niche markets.

Novelty and Inventive Step

The new claims introduce novel and non-obvious adaptations of the original invention to address the unique requirements of specialized environments. The inventive step lies in the customized design and implementation of the plant disease detection systems for these niche markets.

Alternative Embodiments and Variations

Alternative embodiments of the invention could include systems for detecting plant diseases in other specialized environments, such as areas with limited water resources, areas prone to wildfires, or areas with unique soil compositions. Variations of the invention could also include different types of computer systems, such as cloud-based or edge computing systems.

Potential Commercial Applications and Market

The present invention has significant commercial potential in various industries, including agriculture, disaster relief, and environmental monitoring. The target markets include high-security agricultural facilities, disaster relief organizations, and companies operating in extreme weather conditions or remote areas.

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