Research Article
A Novel AI-Based Approach for Better Segmentation of the Fungal and Bacterial Leaf Diseases of Rice Plant
Table 4
Analysis of pixels matching with background and foreground pixels comparing with ground truth image.
| Type of disease | -means clustering | RPK-means clustering | Accuracy | No. of pixels matched in foreground | No. of pixels matched in background | No. of pixels matched in foreground | No. of pixels matched in background | -means | RPK-means |
| Bacterial leaf blight | 28 | 61 | 31 | 62 | 89 | 93 | Sheath blight | 26 | 58 | 28 | 60 | 84 | 88 | Rice blast | 32 | 64 | 33 | 65 | 96 | 98 | Leaf scaled | 29 | 59 | 30 | 59 | 88 | 89 | Brown spot | 28 | 55 | 30 | 62 | 83 | 92 | Healthy leaves | 34 | 65 | 34 | 65 | 99 | 99 |
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