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yangxue0827 / RotationDetection

This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.
https://rotationdetection.readthedocs.io/
Apache License 2.0
1.08k stars 182 forks source link

Inference Statistics #55

Closed OzzyWL closed 2 years ago

OzzyWL commented 3 years ago

Hello, it's a great project you created.

Do you have any information on the inference speeds on CPU/GPU for the different models? Using the test script you provided and using the MobileNetV2 network as backbone for DOTA on the CPU I got 1 image prediction in a minute, does this make sense?

yangxue0827 commented 3 years ago

DOTA contains large-resolution images. In the testing phase, the images need to be cropped and tested, and then all prediction results are merged. A image in DOTA may be cropped into more than a dozen small images.