Instantiate Datamodule, Model and Engine from config #1992
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Hi @CyrilWW, we will introduce a new method for # To instantiate a datamodule
datamodule = AnomalibDataModule.from_config("/path/to/your/data/config")
# To instantiate a model
model = AnomalyModel.from_config("/path/to/your/model/config")
# To instantiate Engine or all of these above
engine.from_config("/path/to/your/engine/or/full/config")It's on our to-do list, but we haven't found time to implement this feature yet. |
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@harimkang kindly accepted to work on this! |
9 tasks
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#2065 - With the merge of this PR, the feature is complete as an Anomalib 1.1 target. |
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What is the motivation for this task?
With 1.0.0dev version, I could use a
config.yamland get the prediction scores, customize the anomaly heatmap, etc. with the API. With the Pypi 1.0.1 version, theget_configurable_parametersfunction is abandoned, and I struggle to use an equivalent for parsing theconfig.yamlin a script using the API.Describe the solution you'd like
I would like to have an equivalent of
get_configurable_parametersfunction, usable in the API, in order to use the parameters included in this file, and the API capabilities.Additional context
No response
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