This model is compatible with the bioimageio.spec Python package (version >= 0.5.7.1) and the bioimageio.core Python package supporting model inference in Python code or via the bioimageio CLI.
missing; therefore these typical limitations should be considered:
Likely not suitable for diagnostic purposes.
Likely not validated for different imaging modalities than present in the training data.
Should not be used without proper validation on user's specific datasets.
Bias, Risks, and Limitations
In general bioimage models may suffer from biases caused by:
Imaging protocol dependencies
Use of a specific cell type
Species-specific training data limitations
Common risks in bioimage analysis include:
Erroneously assuming generalization to unseen experimental conditions
Trusting (overconfident) model outputs without validation
Misinterpretation of results
Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model.
How to Get Started with the Model
You can use "huggingface/thefynnbe/ambitious-sloth/1.3" as the resource identifier to load this model directly from the Hugging Face Hub using bioimageio.spec or bioimageio.core.
This model card was created using the template of the bioimageio.spec Python Package, which intern is based on the BioImage Model Zoo template, incorporating best practices from the Hugging Face Model Card Template. For more information on contributing models, visit bioimage.io.
