For fair comparison pre-train all on ImageNet 21k?

chathumal93 / EuroSat-RGB-Classifiers

This repository contains three different models (ResNet-18, ResNet-50, and ViT-Base-Patch16-224) fine-tuned on the EuroSAT dataset, along with their performance comparisons.

MIT License

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For fair comparison pre-train all on ImageNet 21k? #1

Open robmarkcole opened 4 months ago

robmarkcole commented 4 months ago

As title

chathumal93 commented 4 months ago

That would give a fairer comparison. I used ViT with ImageNet 21k because it benefits from a larger dataset. I’ll consider this for future work. Thanks!