License: Apache License 2.0
Model files and example notebook for Dynamic World, see [PUBLICATION DOI PENDING REVIEW].
This is not an officially supported Google product.
./model/forward and
./model/backward respectively../single_image_runner.ipynb gives a step-by-step guide to making
predictions with the Dynamic World models.See the image below for the model block diagram. For Dynamic World, m = 1.5
and b = 2.
When viewing a before and after situation the user is presented with two sets of start dates and end dates on each side of the draggable-line. It's confusing because you think there would be a start date on the left, and an end date on the right.
Could I ask how to download the dynamicworld dataset and the related Sentinel-2 dataset?
Use the image COPERNICUS/S2_HARMONIZED collection to avoid the Sentinel-2 processing baseline change issue on .
ee.ImageCollection("COPERNICUS/S2_HARMONIZED")
For more information,
https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_HARMONIZED
May I get the input and output layer names of each layer in the model? I want to use tf.keras.models.load_model to change SavedModel into Keras. However, something's wrong. It mentions that Unable to restore a layer of class SlicingOpLambda. Layers of class SlicingOpLambda require that the class be provided to the model loading code, either by registering the class using @keras.utils.register_keras_serializable on the class def and including that file in your program, or by passing the class in a keras.utils.CustomObjectScope that wraps this load call. OR are there any other solutions?
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