xmipp3.protocols.protocol_screen_deeplearning module

class xmipp3.protocols.protocol_screen_deeplearning.XmippProtScreenDeepLearning(**kwargs)[source]

Bases: pwem.protocols.protocol_particles.ProtProcessParticles, xmipp3.base.XmippProtocol

Protocol for screening particles using deep learning.

convertInputStep(*dataDicts)[source]
createOutputStep()[source]
predict(posTestDict, negTestDict, predictDict)[source]

posTestDict, negTestDict, predictDict: { fnameToMetadata: { weight:int }

train(posTrainDict, negTrainDict)[source]

posTrainDict, negTrainDict: { fnameToMetadata: weight (int) }