Update Populus_Stomatal_Images_Datasets.py
Browse files
Populus_Stomatal_Images_Datasets.py
CHANGED
@@ -80,32 +80,32 @@ class NewDataset(datasets.GeneratorBasedBuilder):
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# DEFAULT_CONFIG_NAME = "first_domain" # It's not mandatory to have a default configuration. Just use one if it make sense.
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def _info(self):
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},
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"annotations": datasets.Sequence({
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"category_id": datasets.Value("int32"),
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"bounding_box": {
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"x_min": datasets.Value("float32"),
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"y_min": datasets.Value("float32"),
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"x_max": datasets.Value("float32"),
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"y_max": datasets.Value("float32"),
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},
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def _split_generators(self, dl_manager):
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# Only download data, no need to split
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# DEFAULT_CONFIG_NAME = "first_domain" # It's not mandatory to have a default configuration. Just use one if it make sense.
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def _info(self):
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features = datasets.Features({
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"image_id": datasets.Value("string"),
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"species": datasets.Value("string"),
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"scientific_name": datasets.Value("string"),
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"pics_array": datasets.Array3D(dtype="uint8", shape=(3, 768, 1024)), # Assuming images are RGB with shape 768x1024
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"image_resolution": {
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"width": datasets.Value("int32"),
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"height": datasets.Value("int32"),
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},
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"annotations": datasets.Sequence({
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"category_id": datasets.Value("int32"),
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"bounding_box": {
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"x_min": datasets.Value("float32"),
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"y_min": datasets.Value("float32"),
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"x_max": datasets.Value("float32"),
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"y_max": datasets.Value("float32"),
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},
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}),
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})
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=features, # Here we define them because they are different between the two configurations
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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# Only download data, no need to split
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