xmipp3.protocols.protocol_deep_align module

class xmipp3.protocols.protocol_deep_align.XmippProtDeepAlign(**args)[source]

Bases: ProtRefine3D, XmippProtocol

Performs an angular assignment using deep learning

angularDistance(rot, tilt, mdCones)[source]

computeTrainingSet(nameTrain)[source]

convertStep()[source]

correlationCudaStep(thIdx, gpuId, totalGpu)[source]

correlationSignificantStep()[source]

createOutputMetadataStep()[source]

createOutputStep()[source]

generateConeCenters(fn)[source]

generateExpImagesStep(Nimgs, nameProj, nameExp, label)[source]

predictStep(gpuId)[source]

prepareImagesForTraining()[source]

projectStep(numProj, iniRot, endRot, iniTilt, endTilt, fn, idx)[source]

trainNClassifiers2ClassesStep(thIdx, gpuId, totalGpu)[source]