Advanced Plant Disease Detection AI Technology
Legal Citation
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
| Section | Class | Group |
|---|---|---|
| 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 Number | US 11,856,881 |
|---|---|
| Title | Detection of plant diseases with multi-stage, multi-scale deep learning |
| Assignee(s) | CLIMATE LLC |