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kunhe / FastAP-metric-learning

Code for CVPR 2019 paper "Deep Metric Learning to Rank"
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Results for CUB and CARS datasets #3

Closed asanakoy closed 4 years ago

asanakoy commented 4 years ago

Hi,

Nice work! Do you guys have any quantitative results for CUB200-2011 and CARS196 datasets? Are there any limitations which doesn't allow to train FastAP on such small datasets?

fcakir commented 4 years ago

FastAP generally works well with few-shot learning datasets but there are no limitations to what types of datasets that can be used.

Just as a caution, the mini-batches should be constructed in a way similar to the proposed sampling method in the paper.