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facebookresearch / deepcluster

Deep Clustering for Unsupervised Learning of Visual Features
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Is this model universal on different datasets? #85

Open xiaxiaoshui222 opened 3 years ago

xiaxiaoshui222 commented 3 years ago

Hello, we have encountered the following problems in reproducing your code, and we look forward to receiving your answers. When we use some ImageNet data sets, VOC data sets, MNIST data sets and our own data sets, the loss during training is very small, but during testing, we find that actually different categories are divided into the same category, that is, there is a one-to-many situation between the predicted category and the real category. We don't know where the problem lies. We look forward to your answer. Thank you very much!

Ehtii commented 1 year ago

No, deep cluster does not adapt well to smaller datasets.