This work presents an evaluation of the degradation and cracking propensity of two backsheets during accelerated IEC TS 62788-7-2 A3 (International Electrotechnical Commission) aging with the fragmentation test: a co-extruded polyamide backsheet (AAA), and a laminated multilayer. This work presents an evaluation of the degradation and cracking propensity of two backsheets during accelerated IEC TS 62788-7-2 A3 (International Electrotechnical Commission) aging with the fragmentation test: a co-extruded polyamide backsheet (AAA), and a laminated multilayer. Automatic information extraction based on deep learning requires high-quality labeled samples that should be collected at multiple spatial resolutions and under different backgrounds due to the diversity and variable scale of PVs. We established a PV dataset using satellite and aerial images with. This study built a multi-resolution dataset for PV panel segmentation, including PV08 from Gaofen-2 and Beijing-2 satellite images with a spatial resolution of 0. It aims to delve into the mechanism of PV module physical damage, elucidate its fragmentation principles, and validate the accuracy of theoretical. This report is available at no cost from the National Renewable Energy Laboratory (NREL) at www. Mitterhofer, Stefan, Michael Kempe, and Xiaohong Gu2023. However, existing methods cannot assign multiple labels to the same pixel, limiting their ability to capture.