Current and future applications of statistical machine learning algorithms for agricultural machine vision systems
With being rapid increasing population in worldwide, the need for satisfactory level of crop
production with decreased amount of agricultural lands. Machine vision would ensure the …
production with decreased amount of agricultural lands. Machine vision would ensure the …
A review on machine learning classification techniques for plant disease detection
In India, Agriculture plays an essential role because of the rapid growth of population and
increased in demand for food. Therefore, it needs to increase in crop yield. One major effect …
increased in demand for food. Therefore, it needs to increase in crop yield. One major effect …
Plants disease identification and classification through leaf images: A survey
The symptoms of plant diseases are evident in different parts of a plant; however leaves are
found to be the most commonly observed part for detecting an infection. Researchers have …
found to be the most commonly observed part for detecting an infection. Researchers have …
Plant leaf disease detection using CNN algorithm
P Deepalakshmi, K Lavanya… - International Journal of …, 2021 - igi-global.com
Agriculture is the primary source of economic development in India. The fertility of soil,
weather conditions, and crop economic values make farmers select appropriate crops for …
weather conditions, and crop economic values make farmers select appropriate crops for …
PlaNet: a robust deep convolutional neural network model for plant leaves disease recognition
Researchers are looking for new ideas that can greatly increase the amount of food grown
while also cutting costs. For precision agriculture to work, pests, weeds, and diseases must …
while also cutting costs. For precision agriculture to work, pests, weeds, and diseases must …
Coffee leaf rust detection using convolutional neural network
AP Marcos, NLS Rodovalho… - 2019 XV Workshop de …, 2019 - ieeexplore.ieee.org
Rust is a severe disease affecting many productive coffee regions. It is caused by a
pathogenic fungi that attacks the underside of coffee leaves and it is characterized by the …
pathogenic fungi that attacks the underside of coffee leaves and it is characterized by the …
Gradation of yellow mosaic virus disease of okra and bitter gourd based on entropy based binning and Naive Bayes classifier after identification of leaves
Crop diseases in India are a major concern in the field of agriculture today. Efforts are being
made to tackle this problem as agriculture is an important aspect of our economy. Due to …
made to tackle this problem as agriculture is an important aspect of our economy. Due to …
Deep learning-based plant leaf disease detection
K Shivaprasad, A Wadhawan - 2023 7th international …, 2023 - ieeexplore.ieee.org
In this study, three deep learning models (CNN, VGG16, and VGG19) were compared for the
objective was to detect plant diseases, and to accomplish this, a dataset comprising 9,127 …
objective was to detect plant diseases, and to accomplish this, a dataset comprising 9,127 …
Transfer learning-based plant disease detection and diagnosis system using Xception
Diseases in plants are one of the main threats to food safety. Some of the diseases in plants
are infectious diseases that can spread throughout the entire field, thus affecting most of the …
are infectious diseases that can spread throughout the entire field, thus affecting most of the …
A systematic review on the detection and classification of plant diseases using machine learning
The occurrence of disease in plants might affect the crop production at a large scale,
resulting into decline of the economic growth rate of the country. The disease in plants can …
resulting into decline of the economic growth rate of the country. The disease in plants can …