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joe-siyuan-qiao / DetectoRS

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
Apache License 2.0
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max scale is 1333*800,how to use 4096 * 2048?? #55

Open wuhaonanBOB opened 4 years ago

wuhaonanBOB commented 4 years ago

When I resize my dataset to 1333 800, I found that the small target detection effect is very bad, but after input with 4096 2048, cuda memory is not enough. Can you help me?

joe-siyuan-qiao commented 4 years ago

For inference, you could try to manually manage the memory or use a sliding window approximation. For training, I think that resolution is just too high.