Merge pull request #236 from sentinel-hub/fix/lulc-fastai-example

Update lulc fastai use-case
sentinel-hub · Aug 3, 2020 · e5e57d6 · e5e57d6
2 parents e74d6f4 + 9ae5bd1
commit e5e57d6
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diff --git a/example_data/land_cover_svn_fastai/large_training_aoi.geojson b/example_data/land_cover_svn_fastai/large_training_aoi.geojson
@@ -1,7 +1,7 @@
 {
 "type": "FeatureCollection",
-"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
+"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:EPSG::32633" } },
 "features": [
-{ "type": "Feature", "properties": { "id": 1 }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 15.002478787998214, 46.284774927192466 ], [ 15.391187465011237, 46.28410576383088 ], [ 15.388526033245716, 46.011539469099553 ], [ 15.000995862863139, 46.012199853257606 ], [ 15.002478787998214, 46.284774927192466 ] ] ] } }
+{ "type": "Feature", "properties": { "id": 1 }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 501000, 5116000 ], [ 524000, 5116000 ], [ 524000, 5139000 ], [ 501000, 5139000 ], [ 501000, 5116000 ] ] ] } }
 ]
 }
diff --git a/examples/land-cover-fastai/deep_lulc_walkthrough.ipynb b/examples/land-cover-fastai/deep_lulc_walkthrough.ipynb
diff --git a/examples/land-cover-fastai/figures/prediction-lulc-fastai.png b/examples/land-cover-fastai/figures/prediction-lulc-fastai.png
diff --git a/examples/land-cover-fastai/figures/rgb-lulc-fastai.png b/examples/land-cover-fastai/figures/rgb-lulc-fastai.png
diff --git a/examples/land-cover-fastai/utils/get_s2_sentinelhub.py b/examples/land-cover-fastai/utils/get_s2_sentinelhub.py
@@ -12,11 +12,10 @@
 
 class SentinelHubValidData:
     """
-    Combine Sen2Cor's classification map with `IS_DATA` to define a `VALID_DATA_SH` mask
     The SentinelHub's cloud mask is asumed to be found in eopatch.mask['CLM']
     """
     def __call__(self, eopatch):
-        return np.logical_and(eopatch.mask['IS_DATA'].astype(np.bool),
+        return np.logical_and(eopatch.mask['dataMask'].astype(np.bool),
                               np.logical_not(eopatch.mask['CLM'].astype(np.bool)))
 
 class CountValid(EOTask):

diff --git a/examples/land-cover-fastai/utils/lulc_mask.py b/examples/land-cover-fastai/utils/lulc_mask.py