Full Model for PV Analysis
PHP Version: 8.2
Apache Version: 2.4
Python Version: 3.7 (adapted to avoid GPU)
RabbitMQ Version: 4.0 Management
MariaDB Version: 10
Tensorflow: 1.15
Module Description
This module analyzes thermographic photos used to inspect PV panels with AUVs. The analysis can be performed on individual photos or on a set of photos within the same folder. Users can upload images during analysis or save them beforehand in a user-accessible database.
Results are stored in a database and can be viewed on-screen at any time or downloaded as a ZIP file. The results include new images showing detected panels and marked hotspots, along with the probability of each hotspot's accuracy. This information is also provided as a dataset with coordinates.
Users can select a pre-trained model stored in a database (developed using TensorFlow in Python) or use a dummy model that generates random results.
Download
You can download the following case study for using.