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smousavi05 / EQTransformer

EQTransformer, a python package for earthquake signal detection and phase picking using AI.
https://rebrand.ly/EQT-documentations
MIT License
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the differences between the two models #154

Open pdy265 opened 1 year ago

pdy265 commented 1 year ago

Hello Dr.Mousavi,I'm very interested in your EqT model,and try to use it in my region .I'm puzzled by the differences between the models of EqT_model_conservative.h5 and EqT_original_model.h5 in the ModelsAndSampleData FileFold ,can you help me? Thanks a lot.

smousavi05 commented 1 year ago

Hello @pdy265, sorry for the late replay. There are some explanations in both document page and closed issues. In summary, the original model is the one presented in the paper - which results in higher output probabilities, higher number of detections, and higher false positive rates - and the conservative one is a model developed later which results in much lower false positives but misses some of the events.

pdy265 commented 1 year ago

thank you very much for your reply.