search

clovaai / wsolevaluation

Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)
MIT License
332 stars 55 forks source link

How to do Top-1 localization in your code? #14

Closed umairjavaid closed 4 years ago

junsukchoe commented 4 years ago

Currently, we do not provide the evaluation module for top-1 localization. However, you can easily implement the module by modifying our evaluation functions.

umairjavaid commented 4 years ago

Can you tell a bit more about how to modify your evaluation functions to get top-1 localization?

umairjavaid commented 4 years ago

If you could share some code, that would be really helpful

coallaoh commented 4 years ago

The pseudo-code for top-1 localization is quite straightforward: modify the MaxBoxAcc such that the per-instance success is determined not only by the IoU against the GT box (localization) but also by the correctness of the classification. Please understand that we do not have sufficient manpower to implement every requested code ;)

We may implement the top-1 localization evaluation in the future. When we do so, we will let you know. But again, the code for top-1 localization shouldn't be too complicated or ambiguous to write on top of our evaluation code.

coallaoh commented 4 years ago

Closing the issue, assuming the question was answered :) Please re-open the issue as necessary.