Download Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation PDF Free - Full Version
Download Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation by ['Sirilavanya Sirilavanya'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation
This document summarizes a research paper that proposes a new method for weed identification in vegetable plantations using deep learning and image processing. The method has two stages: 1) A CenterNet deep learning model is trained to detect vegetables and draw bounding boxes around them. Remaining green objects outside the boxes are considered weeds. 2) Color index-based image segmentation is used to extract weeds from the background, with the color index determined by genetic algorithms. The model achieved 95.6% precision, 95.0% recall, and 0.953 F1 score during field tests, demonstrating the feasibility of the proposed method for ground-based weed identification in vegetable plantations.
Detailed Information
| Author: | ['Sirilavanya Sirilavanya'] |
|---|---|
| Publication Year: | 2022 |
| Pages: | 11 |
| Language: | English |
| Format: | |
| Price: | FREE |
Safe & Secure Download - No registration required
Why Choose PDFdrive for Your Free Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation Download?
- 100% Free: No hidden fees or subscriptions required for one book every day.
- No Registration: Immediate access is available without creating accounts for one book every day.
- Safe and Secure: Clean downloads without malware or viruses
- Multiple Formats: PDF, MOBI, Mpub,... optimized for all devices
- Educational Resource: Supporting knowledge sharing and learning
Frequently Asked Questions
Is it really free to download Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation PDF?
Yes, on https://PDFdrive.to you can download Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation by ['Sirilavanya Sirilavanya'] completely free. We don't require any payment, subscription, or registration to access this PDF file. For 3 books every day.
How can I read Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation on my mobile device?
After downloading Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation PDF, you can open it with any PDF reader app on your phone or tablet. We recommend using Adobe Acrobat Reader, Apple Books, or Google Play Books for the best reading experience.
Is this the full version of Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation?
Yes, this is the complete PDF version of Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation by ['Sirilavanya Sirilavanya']. You will be able to read the entire content as in the printed version without missing any pages.
Is it legal to download Weed Identification Using Deep Learning and Image Processing in Vegetable Plantation PDF for free?
https://PDFdrive.to provides links to free educational resources available online. We do not store any files on our servers. Please be aware of copyright laws in your country before downloading.
The materials shared are intended for research, educational, and personal use in accordance with fair use principles.
