Advanced AI Plant Disease Detection Technology

Publication ID: 24-11856881_0008_PTD
Published: October 26, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Advanced AI Plant Disease Detection Technology,” Published Technical Disclosure No. 24-11856881_0008_PTD, Published October 26, 2025, available at https://archive.pr1or.art/24-11856881_0008_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, 'Detection of plant diseases with multi-stage, multi-scale deep learning', presented a significant advancement in plant disease detection. However, it relied solely on image processing and machine learning. The new invention addresses the limitations of the original patent by incorporating additional technologies to enhance the accuracy, integrity, and transparency of disease detection and classification.

Novelty and Inventive Step

The new claims introduce novel synergistic combinations of technologies, including IoT, blockchain, AI, and novel materials, which significantly enhance the accuracy, integrity, and transparency of plant disease detection and management. These combinations are non-obvious and provide a significant improvement over the original patent.

Alternative Embodiments and Variations

Other ways to implement the invention include integrating the deep learning model with other sensing technologies, such as drones or satellite imaging, to gather more comprehensive environmental data. Additionally, the system could be adapted for use in different agricultural settings, such as greenhouses or vertical farming.

Potential Commercial Applications and Market

The invention has significant commercial potential in the agricultural technology industry, particularly in precision agriculture, crop protection, and farm management. The market for plant disease detection and management systems is growing rapidly, driven by the need for sustainable and efficient agricultural practices.

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