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adi-red-scene's Introduction

Hi there 👋

I am Zhengyu Zhao, an Associate Professor at Xi’an Jiaotong University (XJTU), China. My general research interest is Machine Learning Security; Most of my work has concentrated on analyzing the vulnerability of deep neural networks to various attacks, e.g., (test-time) adversarial examples and (training-time) data poisons.

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adi-red-scene's Issues

communicate

Do you think there is any innovation in scene classification?
Is it convenient to add a wechat to communicate? My wechat is vv19970403

how the demo.py use your model predict the result

demo.py use the model is places-CNN,and the secene result is :
probs, idx = h_x.sort(0, True)
but this model is pretrained model from placee365 (wideresnet18_places365.pth.tar), where your model ?

How to understand the code "top=np.int32(a*ratio)-112"?

Hi,I am reading this paper recently,in your paper ,There is such a sentence in your paper that we use two different patch sizes (1/4 and 1/16 of the image size).but the implementation part of the code is described like this top=np.int32(aratio)-112 left=np.int32(bratio)-112 left=np.maximum(left,0) right=left+224 ,...can you offer some suggestions? thank you !

About batch_size

When I run the file "dis_map_generation", I adjusted the batch_size to 64, but there will be an error "size mismatch", Can batch_size only be set to 256? and why?

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