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JDAI-CV / fast-reid

SOTA Re-identification Methods and Toolbox
Apache License 2.0
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Model-Generalization #707

Closed smsver2 closed 11 months ago

smsver2 commented 1 year ago

I tested the pretrained weights to see how well the model generalizes. I used samples from Market1501 and pretrained weights from the MSMT17 dataset (bot, R50). The results showed decent similarity values. While the trends are acceptable, shouldn't the similarity be lower for different people?

similarity

Similarity calculated by using the below code:

cosine_similarity = np.dot(features[i], features[j].T)
github-actions[bot] commented 11 months ago

This issue is stale because it has been open for 30 days with no activity.

github-actions[bot] commented 11 months ago

This issue was closed because it has been inactive for 14 days since being marked as stale.