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I would like to use a pretrained CNN Mobilenet_V2 for classifying objects in aerial data. Is Mobilenet_V2 trained on the COCO dataset suitable for classifying objects from aerial images or are there better alternatives?

So far I have only found a downloadable version of Mobilenet_V2 trained on the COCO dataset and on ILSVRC-2012-CLS image classification dataset. In literature I found references of Mobilenet_V2 trained on Imagenet and iNaturalist Species but no download link. Which of these datasets resembles best aerial images? And if it is the case that pretraining on Imagenet/iNaturalist Species performs better, where can I download these models?

migrated from ai.stackexchange.com Nov 22 '18 at 1:53

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