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przemyslaw-aszkowski committed Mar 10, 2023
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4 changes: 2 additions & 2 deletions src/deepness/metadata.txt
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name=Deepness: Deep Neural Remote Sensing
qgisMinimumVersion=3.22
description=Inference of deep neural network models (ONNX) for segmentation, detection and regression
version=0.4.1
version=0.5.0
author=PUT Vision
[email protected]

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- limiting processing range to predefined area (visible part or area defined by vector layer polygons)
- common types of models are supported: segmentation, regression, detection
- integration with layers (both for input data and model output layers). Once an output layer is created, it can be saved as a file manually
- model ZOO under development (planes detection on Bing Aerial, Corn field damage, Oil Storage tanks detection, ...)
- model ZOO under development (planes detection on Bing Aerial, Corn field damage, Oil Storage tanks detection, cars detection, ...)
- training data Export Tool - exporting raster and mask as small tiles
- parametrization of the processing for advanced users (spatial resolution, overlap, postprocessing)
Plugin requires external python packages to be installed. After the first plugin startup, a Dialog will show, to assist in this process. Please visit plugin the documentation for details.
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