Image Classification Tasks for CLIP Models¶
clip_image_classification
¶
CLIPImageClassificationTask
¶
Bases: ClassificationTask
This class is used to define the image classification task for CLIP models.
Source code in fusion_bench/taskpool/clip_image_classification.py
test_dataset
cached
property
¶
Load the test dataset for the task. This method is cached, so the dataset is loaded only once.
evaluate(clip_model)
¶
Evaluate the model on the image classification task.
Source code in fusion_bench/taskpool/clip_image_classification.py
CLIPImageClassificationTaskPool
¶
Bases: TaskPool
Source code in fusion_bench/taskpool/clip_image_classification.py
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evaluate(model)
¶
Evaluate the model on the image classification task.