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Number of Samples used for Evaluating IMCPT #76

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nml98 opened this issue Sep 27, 2024 · 1 comment
Open

Number of Samples used for Evaluating IMCPT #76

nml98 opened this issue Sep 27, 2024 · 1 comment
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@nml98
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nml98 commented Sep 27, 2024

Hi, can I know how many samples are used when evaluating for IMCPT 100 dataset? For example, in vgg16_gcan-afat-i_imcpt_100_stage3.yaml , it is mentioned # Evaluation settings
EVAL:
EPOCH: 10 # epoch to be tested
SAMPLES: 1000 # number of tested pairs for each class

So, I wonder, how many keypoint annotated image pairs are matched during the evaluation for IMCPT 100. Can it be calculated based on the data provided in this .yaml file?

@ziao-guo
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The total number of pairs in the dataset is calculated here.

The number of pairs for each class can be found in self.length_list calculated here.

The number of pairs during evaluation is set by EVAL.SAMPLES in .yaml file. But any pair of images could potentially be selected, as the dataset randomly samples from all the images.

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