geo-deep-learning
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NRCan
Deep learning applied to georeferenced datasets
We've encountered an error using the inference mode on the test dataset. The error does not occur on Linux platform, only on Windows (both on CPU only and GPU devices)....
This branch was used to put GDL's inference into production. Multiple PRs will be created in the coming weeks to merge this branch in chunks for a smoother integration to...
Based on PR #309, a band selection should be possible for multiband rasters. An easy implementation would be to expect indexes instead of band names for the `dataset.bands` parameter. Rasterio...
PR #309 introduces an AOI object that performs quality control on any input data that uses this object. In current version, invalid data will raise an exception. What is invalid...
Soon, GDL will internally be used to read images from an S3 bucket, using STAC items and Franklin's API to submit requests based on spatial, temporal or other filters from...
# Problem To train class-specific models, GDL cannot currently create samples with single-class labels if label data provided is multi-class. # Solution Two approaches seem feasible to implement this missing...
At the moment we dont have a way to use multiple losses during a training but I have an Idea how to solve this.
