Research Article

Fault-Level Grading of Photovoltaic Cells Employing Lightweight Deep Learning Models

Table 1

Details of the dataset used in the proposed work.

Dataset detail

Number of images2624 images
Image size300 × 300
Image typeGray scale
Bits/image8-bit
Number of solar modules44 modules (18 monocrystalline + 26 polycrystalline)
Target classes4 (defect probability: 0, 0.33, 0.66, 1)