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Alvaro Farias
2020-07-19 18:21:23 -04:00
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# Photovoltaic Fault Detector # Photovoltaic Fault Detector
[![License](https://poser.pugx.org/composer/spdx-licenses/license)](https://packagist.org/packages/composer/spdx-licenses)
[![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-v2.0%20adopted-ff69b4.svg)](CODE_OF_CONDUCT.md) [![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-v2.0%20adopted-ff69b4.svg)](CODE_OF_CONDUCT.md)
[Rentadrone.cl](https://rentadronecl.github.io) [Rentadrone.cl](https://rentadronecl.github.io)
## Summary ## Summary
Model-definition is a deep learning application for fault detection in photovoltaic plants. In this repository you will find trained detection models that point out where the panel faults are by using radiometric thermal infrared pictures. In [Web-API](https://github.com/RentadroneCL/Web-API) contains a performant, production-ready reference implementation of this repository. Model-definition is a deep learning application for fault detection in photovoltaic plants. In this repository you will find trained detection models that point out where the panel faults are by using radiometric thermal infrared pictures. In [Web-API](https://github.com/RentadroneCL/Web-API) contains a performant, production-ready reference implementation of this repository.
![Data Flow](MLDataFlow.svg)
## To do list: ## To do list:
- [x] Import model detection (SSD & YOLO3) - [x] Import model detection (SSD & YOLO3)
- [x] Example use Trained Model - [x] Example use Trained Model
- [x] Train and Evaluate Model with own data - [x] Train and Evaluate Model with own data
@@ -19,9 +24,6 @@ Model-definition is a deep learning application for fault detection in photovolt
- [x] Model Other Fault Detection - [x] Model Other Fault Detection
- [x] Model Fault Panel Disconnect - [x] Model Fault Panel Disconnect
## Requirements ## Requirements
* Python 3.x * Python 3.x