IR @ Nirma University
Keeping in tune the global developments we are creating an institutional repository using DSpace Software (Digital Library Software). We are archiving institutional knowledge like, faculty papers, theses, and dissertations in PDF format at DSpace. Students can access this digital information anywhere in the campus.
Please use this identifier to cite or link to this item:
http://10.1.7.192:80/jspui/handle/123456789/12437| Title: | XAI in Agriculture |
| Authors: | Patel, Viraj J. |
| Keywords: | Computer 2022 Project Report Project Report 2022 Computer Project Report 22MCE 22MCEC 22MCEC14 |
| Issue Date: | 1-Jun-2024 |
| Publisher: | Institute of Technology |
| Series/Report no.: | 22MCEC14; |
| Abstract: | In order to make an accurate prediction regarding the quantity of cotton that will be harvested, we have compiled a specialized dataset consisting of environmental parame- ters as part of this particular research project. The purpose of the dataset collection was to collect data on environmental parameters from a variety of locations in Gujarat, and we have utilized geographic information systems in order to accomplish this. For the purpose of utilizing artificial intelligence that can be explained, we decided to concentrate on this particular application that is associated with agriculture. Within the scope of this investigation, we have employed machine learning and deep learning models to make projections regarding yield, and we have utilized XAI models to offer an explanation concerning a particular prediction. |
| URI: | http://10.1.7.192:80/jspui/handle/123456789/12437 |
| Appears in Collections: | Dissertation, CE |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 22MCEC14.pdf | 22MCEC14 | 2.5 MB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.