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zhiyuanyou / SAFECount

[WACV 2023] Few-shot Object Counting with Similarity-Aware Feature Enhancement
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Pretrain phase CARPK #28

Closed perladoubinsky closed 1 year ago

perladoubinsky commented 1 year ago

Hello and thanks for the nice work, I am having trouble reproducing the results of the pretrain phase for cross-dataset generalization on CARPK (MAE: 17.78, RMSE: 20.95). Could you specify which car samples of FSC147 you removed from the training set ? Also could you give more information on how to run the evaluation of the pretrain phase model on CARPK (i.e do you use the config file in the finetune folder) ? Thank you!

zhiyuanyou commented 1 year ago
  1. The samples are removed manually. I am sorry that I could not provide specific file names since it is too far from now, and I have graduated from SJTU where I finished this work. By the way, our previous experiences show that the results are similar between removing or keeping these samples.
  2. Yes. The results are evaluated under the finetune folder, but without training, just loading the pretrained weights.