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Using EfficientNet and Transfer Learning For Image-Based Diagnosis of Nutrient Deficiencies by Debpriyo Banerjee is a document available to read on EtoBox.
What is Using EfficientNet and Transfer Learning For Image-Based Diagnosis of Nutrient Deficiencies about?
This study explores the use of EfficientNet and transfer learning for diagnosing nutrient deficiencies in crops through image analysis. Utilizing two datasets, the research achieved high classification accuracies of 98.65% and 98.52% for sugar beets and orange trees, respectively, demonstrating the effectiveness of deep learning techniques in precision agriculture. The findings highlight the potential for automated early detection of nutrient deficiencies, which can lead to reduced fertilizer use and increa
- Author
- Debpriyo Banerjee
- Language
- EN