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clovaai / wsolevaluation

Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)
MIT License
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Top-1 localization #50

Open htyj123 opened 3 years ago

htyj123 commented 3 years ago

Can I directly use the model trained by your code to test the top-1 localization ? and could you please provide the implement of the top-1 localization evaluation. Thank you

coallaoh commented 2 years ago

It is relatively simple to modify the code for MaxBoxAcc to compute the top-1 localization. MaxBoxAcc determines the correctness of the box (with a given iou threshold) for each image. We can modify the determination of correctness by additionally taking the classification correctness into account. Then we have the top-1 localization accuracy.

It is not as simple for the PxAP metric since the metric is computed pixel-wise, rather than image-wise.