Machine Learning for Detection and Prediction of Crop Diseases …
Sep 1, 2022 · Therefore, it is very important to develop efficient methods for the automatic detection, identification, and prediction of pests and diseases in agricultural crops. To perform …
Image-based crop disease detection using machine learning
Sep 27, 2024 · We systematically examine various crops and diseases, employing a range of ML/AI strategies for detection. Tailored crop disease detection models for specific regions and …
DeepCrop: Deep learning-based crop disease prediction with web ...
Dec 1, 2023 · Proposed a deep learning-based model for crop disease detection. Provides a higher accuracy rate of 98.98% using ResNet-50 for disease detection. Ensure farmers save …
The integration of Machine Learning (ML) and Deep Learning (DL) in agriculture has surged, addressing farming challenges through crop recommendation, fertilizer optimization, and plant …
Revolutionizing crop disease detection with computational deep learning …
These DL algorithms have recently found successful applications across various domains, translating input data, such as images of afflicted plants, into valuable insights, like the …
Crop Disease Detection Using Machine Learning and Computer …
Jun 17, 2020 · Computer vision has tremendous promise for improving crop monitoring at scale. We present our learnings from building such models for detecting stem and wheat rust in …
Comparative approach on crop detection using machine learning …
Aug 23, 2024 · Authors extend their approach not limited to Machine Learning but also with Deep Learning Techniques. We use machine and deep learning algorithms to predict crop outcomes …
Image-based crop disease detection with federated learning
Nov 6, 2023 · Modern technologies, such as data mining and machine learning algorithms, have been used to develop automated crop disease detection systems. However, centralized …
Crop Disease Prediction using Machine Learning and Deep Learning…
When the cultivated area is large (in acres), it becomes tiresome for the cultivators to examine the crops regularly. The farming business needs an automatic crop disease identification and …
Crop Health Detection Using Image Processing and Machine Learning …
Mar 25, 2025 · In this paper, we introduce a solution that utilizes images of crops, employing image processing and machine learning techniques to classify them as healthy or unhealthy. …
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