Automated Rice Leaf Disease Detection Using Deep Learning Techniques

The art and science of cultivating soil, producing crops, and managing livestock is known as agriculture. The majority of the food on Earth is produced through agriculture, and the primary cause of crop loss in paddy fields is crop diseases. One crop that is grown all over the world is rice, of which India is the second-largest producer. Farmers and other agricultural workers will benefit immensely from a method that finds the leaf disease. The agricultural sector needs to recover from this setback brought on by the impacted leaf diseases that reduce output. Research indicates that a variety of illnesses, both viral and non-infectious, can impact leaves.

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Publication Details

Journal
Technix International Journal for Engineering Research
Published
2025-01-01
DOI
https://doi.org/10.56975/tijer.v12i6.158614
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Automated Rice Leaf Disease Detection Using Deep Learning Techniques

M Divyashree, S Lavanya, D. Rajani, B S Nischitha
Technix International Journal for Engineering Research
Smart Agriculture and AI
article

Automated Rice Leaf Disease Detection Using Deep Learning Techniques

M Divyashree, S Lavanya, D. Rajani, B S Nischitha
article en

Abstract

The art and science of cultivating soil, producing crops, and managing livestock is known as agriculture. The majority of the food on Earth is produced through agriculture, and the primary cause of crop loss in paddy fields is crop diseases. One crop that is grown all over the world is rice, of which India is the second-largest producer. Farmers and other agricultural workers will benefit immensely from a method that finds the leaf disease. The agricultural sector needs to recover from this setback brought on by the impacted leaf diseases that reduce output. Research indicates that a variety of illnesses, both viral and non-infectious, can impact leaves.

Technix International Journal for Engineering ResearchVol. 12(6)
Zero hunger
Openalex Percentile: Top 90%
Smart Agriculture and AI
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