QGIS Python Plugins Repository
Produce Training Data For Deep Learning
The plugin fragments the remote sensing image, to be used as deep learning training datasets.
Deep learning has achieved unprecedented accuracy in a variety of fields, including remote sensing. But not every remote sensing professional has a strong programming background, which is the required skill for practising deep learning. While enough material and sample code for deep learning applications are available in online repositories, pre-processing the remote sensing datasets to reach the training stage is still a tedious task and requires programming knowledge. Proprietary options to pre-process the data only on mouse clicks are available. However, access to such licensed software is often expensive and hence limited for a large population of researchers and practitioners. The plugin bridges the gap by enabling users to generate training samples in the form of image chips for deep learning application.
- Author
- Pratyush Tripathy
- Maintainer
- pratyush
- Tags
- python , deep learning
- Plugin home page
- https://github.com/PratyushTripathy/QGIS-Plugin-Produce-Training-Samples-For-Deep-Learning
- Tracker
- Browse and report bugs
- Code repository
- https://github.com/PratyushTripathy/QGIS-Plugin-Produce-Training-Samples-For-Deep-Learning
- Latest experimental version:
- 0.4
- Plugin ID
-
1940
| Version | Experimental | Min QGIS version | Max QGIS version | Downloads | Uploaded by | Date |
|---|---|---|---|---|---|---|
| 0.4 | yes | 3.0.0 | 3.99.0 | 4211 | pratyush | 2020-01-30T06:51:17.890827+00:00 |
| 0.3 | yes | 3.0.0 | 3.99.0 | 174 | pratyush | 2020-01-24T12:13:56.526653+00:00 |
| 0.2 | yes | 3.0.0 | 3.99.0 | 216 | pratyush | 2020-01-10T10:36:01.560401+00:00 |
| 0.1 | yes | 3.0.0 | 3.99.0 | 98 | pratyush | 2020-01-10T07:14:48.628102+00:00 |
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