Plant Leaf Disease Detection, Classification, and Diagnosis Using Computer Vision and Artificial Intelligence: A Review
GLA University · K J Somaiya Medical College · +2 more institutions
Abstract
Agriculture is the ultimate imperative and primary source of origin to furnish domestic income for multifarious countries. The disease caused in plants due to various pathogens like viruses, fungi, and bacteria is liable for considerable monetary losses in the agriculture corporation across the world. The security of crops concerning quality and quantity is crucial to monitor disease in plants. Thus, recognition of plant disease is essential. The plant disease syndrome is noticeable in distinct parts of plants. Nonetheless, commonly the infection is detected in distinct leaves of plants. Computer vision, deep learning, few-shot learning, and soft computing techniques are utilized by various investigators to…
Citation impact
- FWCI
- 64.83
- Percentile
- 100%
- References
- 301
Authors
6Topics & keywords
- Artificial intelligence
- Computer science
- Contextual image classification
- Pattern recognition (psychology)
- Plant disease
- Computer vision
- Machine learning
- Image (mathematics)