AI-Powered Multi-Scale Disease Detection System
Legal Citation
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
| 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 |