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wangchen1801 / FPD

Official code of the paper "Fine-Grained Prototypes Distillation for Few-Shot Object Detection (AAAI 2024)"
https://arxiv.org/pdf/2401.07629.pdf
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Visualization issues #13

Closed wml666666 closed 1 month ago

wml666666 commented 2 months ago

Hello, based on the code and training weights you provided (Voc Novel Set1 10shot), I visualized the results similar to Figure 10 in the appendix of your paper, but the visualization results were not satisfactory. May I ask if this is a normal phenomenon or if there are errors in some of my steps! VOC2007000001_2_assigned_prototypes VOC2007000002_2_assigned_prototypes image

wangchen1801 commented 1 month ago

Hello, please refer to the code in issue#8 to see if it helps. Normally, you need to set the parameter 'num_bg' to 0 and retrain the model in order to reproduce the results, otherwise this visualization method will become ineffective.

wml666666 commented 1 month ago

Hello, please refer to the code in issue#8 to see if it helps. Normally, you need to set the parameter 'num_bg' to 0 and retrain the model in order to reproduce the results, otherwise this visualization method will become ineffective.

I'm very sorry for neglecting the point you mentioned. I apologize for disturbing you and thank you for your reply amidst your busy schedule!