QGIS Python Plugins Repository
Artificial Intelligence Forecasting Remote Sensing
Plugin ID: 3154
(18) votes
This plugin allows time series forecasting using deep learning models.
Artificial Intelligence Forecasting Remote Sensing (AIRS) plugin is a free open-source plugin for QGIS that allows time series forecasting using deep learning models. The overall objective of AIRS is to simplify the complexities of data preparation, model training, and prediction, empowering you to leverage your data for accurate and insightful time series forecasts. The plugin allows users to preprocess data, build and train deep learning models, make predictions, and visualize results. This plugin requires the installation of Tensorflow. Before installing this plugin visit "https://www.tensorflow.org/install/pip" for step-by-step instructions.
- Author
- Hafssa Naciri; Nizar Ben Achhab; Fatima Ezahrae Ezzaher; Naoufal Raissouni
- Maintainer
- airs
- Tags
- analysis , time series , remote sensing , deep learning , lstm model , forecasting
- Plugin home page
- https://github.com/AIRS-Plugin/AIRS
- Tracker
- Browse and report bugs
- Code repository
- https://github.com/AIRS-Plugin/AIRS
- Latest stable version
- 0.3
- Plugin ID
-
3154
| Version | Experimental | Min QGIS version | Max QGIS version | Downloads | Uploaded by | Date |
|---|---|---|---|---|---|---|
| 0.3 | no | 3.0.0 | 3.99.0 | 4610 | airs | 2024-01-22T13:46:56.727690+00:00 |
| 0.2.1 | no | 3.0.0 | 3.99.0 | 851 | airs | 2023-12-30T14:09:50.035664+00:00 |
| 0.2 | no | 3.0.0 | 3.99.0 | 535 | airs | 2023-12-27T10:09:32.955951+00:00 |
| 0.1 | no | 3.0.0 | 3.99.0 | 1205 | airs | 2023-10-24T13:34:55.698230+00:00 |
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