Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
@article{180468,
author = {Mrs. Chandana H M and Sharanabasappa and Y Tejas and Shreyas S and Venugopal Gowda},
title = {Crop Stress Detection Using Ai Image Processing},
journal = {International Journal of Innovative Research in Technology},
year = {2025},
volume = {12},
number = {1},
pages = {1820-1824},
issn = {2349-6002},
url = {https://ijirt.org/article?manuscript=180468},
abstract = {Alright, let’s ditch the lab coat and talk like
real people for a second. Crops deal with all sorts of
drama—droughts, pesky bugs, random diseases, and, of
course, everyone’s favorite: not enough nutrients. When
this stuff hits, it kinda wrecks the whole food supply
chain. Old-school ways of spotting stressed-out plants?
Honestly, they’re a slog. Tons of manual labor, slow as
heck, and you’re just begging for someone to mess upSo,
here’s the cool part: this research is all about bringing in
the big guns—AI and some slick image processing.
Instead of squinting at leaves with a magnifying glass,
we’re talking about training machines (think: those deep
learning models, CNNs and all that jazz) to check out
aerial and ground pics for signs of trouble. It’s like giving
your fields a health checkup from the sky.And yeah,
there’s a bunch of techy stuff under the hood—prepping
the images, slicing them up, pulling out the good bits, and
analyzing all sorts of crop features most people wouldn’t
even notice. The models get fed tons of labeled pics
(because, you know, you gotta teach them what “sick
plant” actually looks like). Turns out, they get pretty darn
good at telling stressed plants apart from the healthy
ones.Bottom line? This isn’t just a gadget for show-offs.
The whole setup means farmers can spot problems way
earlier, fix things faster, and not waste a ton of cash or
time. Real-time monitoring, less guesswork, and way
more food on the table. Hard to argue with that.},
keywords = {},
month = {June},
}
Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.
Join NowNational Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024
Submit inquiry