xmipp3.protocols.protocol_deep_align module

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

Bases: pwem.protocols.protocol_3d.ProtRefine3D, xmipp3.base.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]