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- short-paperJanuary 2023
Paddy Doctor: A Visual Image Dataset for Automated Paddy Disease Classification and Benchmarking
CODS-COMAD '23: Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD)Pages 203–207https://doi.org/10.1145/3570991.3570994One of the critical biotic stress factors paddy farmers face is diseases caused by bacteria, fungi, and other organisms. These diseases affect plants’ health severely and lead to significant crop loss. Most of these diseases can be identified by ...
- ArticleApril 2021
Image-based Plant Disease Diagnosis with Unsupervised Anomaly Detection based on Reconstructability of Colors
IMPROVE 2021: Proceedings of the International Conference on Image Processing and Vision EngineeringPages 112–120https://doi.org/10.5220/0010463201120120This paper proposes an unsupervised anomaly detection technique for image-based plant disease diagnosis. The construction of large and publicly available datasets containing labeled images of healthy and diseased crop plants led to growing interest in ...