Leaf disease detection using machine learning and deep learning: Review and challenges
Identification of leaf disorder plays an important role in the economic prosperity of any
country. Many parts of a plant can be infected by a virus, fungal, bacteria, and other …
country. Many parts of a plant can be infected by a virus, fungal, bacteria, and other …
A systematic review of different categories of plant disease detection using deep learning-based approaches
Artificial intelligence has a significant impact on all sectors. It is revolutionizing agriculture by
replacing traditional methods with more efficient techniques and helping the world improve …
replacing traditional methods with more efficient techniques and helping the world improve …
[HTML][HTML] PLDPNet: End-to-end hybrid deep learning framework for potato leaf disease prediction
Agricultural productivity plays a vital role in global economic development and growth. When
crops are affected by diseases, it adversely impacts a nation's economic resources and …
crops are affected by diseases, it adversely impacts a nation's economic resources and …
[HTML][HTML] Advanced deep learning techniques for early disease prediction in cauliflower plants
Agriculture plays a pivotal role in the economies of developing countries by providing
livelihoods, sustenance, and employment opportunities in rural areas. However, crop …
livelihoods, sustenance, and employment opportunities in rural areas. However, crop …
[HTML][HTML] A robust framework for object detection in a traffic surveillance system
Object recognition is the technique of specifying the location of various objects in images or
videos. There exist numerous algorithms for the recognition of objects such as R-CNN, Fast …
videos. There exist numerous algorithms for the recognition of objects such as R-CNN, Fast …
[HTML][HTML] Potato blight detection using fine-tuned CNN architecture
MH Al-Adhaileh, A Verma, THH Aldhyani, D Koundal - Mathematics, 2023 - mdpi.com
Potato is one of the major cultivated crops and provides occupations and livelihoods for
numerous people across the globe. It also contributes to the economic growth of developing …
numerous people across the globe. It also contributes to the economic growth of developing …
Model selection of hybrid feature fusion for coffee leaf disease classification
Coffee leaf diseases can significantly impact the productivity and quality of the crops.
Accurate and timely identification of these diseases is crucial for effective management and …
Accurate and timely identification of these diseases is crucial for effective management and …
[HTML][HTML] Revolutionizing agriculture with artificial intelligence: plant disease detection methods, applications, and their limitations
Accurate and rapid plant disease detection is critical for enhancing long-term agricultural
yield. Disease infection poses the most significant challenge in crop production, potentially …
yield. Disease infection poses the most significant challenge in crop production, potentially …
[HTML][HTML] Skin lesion detection using hand-crafted and DL-based features fusion and LSTM
R Mahum, S Aladhadh - Diagnostics, 2022 - mdpi.com
The abnormal growth of cells in the skin causes two types of tumor: benign and malignant.
Various methods, such as imaging and biopsies, are used by oncologists to assess the …
Various methods, such as imaging and biopsies, are used by oncologists to assess the …
[HTML][HTML] Construction of deep learning-based disease detection model in plants
Accurately detecting disease occurrences of crops in early stage is essential for quality and
yield of crops through the decision of an appropriate treatments. However, detection of …
yield of crops through the decision of an appropriate treatments. However, detection of …