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3neutronstar / GuidedMixup

Official PyTorch implementation of "GuidedMixup An Efficient Mixup Strategy Guided by Saliency Maps" (AAAI'23 Oral)
GNU General Public License v3.0
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FGVC code #4

Closed khawar-islam closed 9 months ago

khawar-islam commented 9 months ago

Dear @3neutronstar

Would it be possible for you to give me a favor? As I have searched a lot on GitHub regarding FGVC code and mostly codes are utilizing pre-trained model to fine-tune on FGVC dataset. When i trained from scratch the accuracy significantly dropped, code you please your FGVC codebase?

Regards, Khawar

khawar-islam commented 9 months ago

Dear @3neutronstar When I trained resnet50 (Vanilla) model from scratch on Stanford Car dataset, the model achieved 80.92% results and in your paper resnet50 (Vanilla) accuracy is 85.52% which is quite different. That is my problem I am facing right now

3neutronstar commented 9 months ago

Dear @khawar-islam,

Thank you for your suggestion. I will upload FGVC implementation soon.

khawar-islam commented 9 months ago

Dear @3neutronstar

thank you very much, I will be waiting for your code