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A setting in machine learning when a model trained in one context/domain should then be applied to a different (but related) context/domain.

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Would training 1024x1024 images with pretrained resnet (224x224) be appropriate?

I want to use Resnet50 (or 101, or 152..) backbone for a segmentation task. My problem requires a lot of context, hence tiling the large image into 224x224 defeats the purpose. I was wondering if I …
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