{"name": "Produce Training Data For Deep Learning", "package_name": "produce_training_data_for_deep_learning", "description": "The plugin fragments the remote sensing image, to be used as deep learning training datasets.", "about": "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.", "homepage": "https://github.com/PratyushTripathy/QGIS-Plugin-Produce-Training-Samples-For-Deep-Learning", "repository": "https://github.com/PratyushTripathy/QGIS-Plugin-Produce-Training-Samples-For-Deep-Learning", "tracker": "https://github.com/PratyushTripathy/QGIS-Plugin-Produce-Training-Samples-For-Deep-Learning/issues", "author": "Pratyush Tripathy", "tags": ["python", "deep learning"], "downloads": 6885, "latest_version": "0.4", "versions": [{"version": "0.4", "experimental": true, "qgis_min": "3.0.0", "qgis_max": "3.99.0", "downloads": 5494, "uploaded_by": "pratyush", "upload_datetime": "2020-01-30T00:51:17.890827"}, {"version": "0.3", "experimental": true, "qgis_min": "3.0.0", "qgis_max": "3.99.0", "downloads": 439, "uploaded_by": "pratyush", "upload_datetime": "2020-01-24T06:13:56.526653"}, {"version": "0.2", "experimental": true, "qgis_min": "3.0.0", "qgis_max": "3.99.0", "downloads": 401, "uploaded_by": "pratyush", "upload_datetime": "2020-01-10T04:36:01.560401"}, {"version": "0.1", "experimental": true, "qgis_min": "3.0.0", "qgis_max": "3.99.0", "downloads": 568, "uploaded_by": "pratyush", "upload_datetime": "2020-01-10T01:14:48.628102"}]}