xmipp3.protocols.protocol_deep_center_assignment module

class xmipp3.protocols.protocol_deep_center_assignment.XmippProtDeepCenter(**args)[source]

Bases: XmippProtDeepCenterAssignmentPredictBase

Predict the center particles using deep learning.

predict(predictImgsFn, gpuId, mode='', inputModel='', trainedModel=True, symmetry=None)[source]
train(gpuId, mode='', symmetry=None)[source]
class xmipp3.protocols.protocol_deep_center_assignment.XmippProtDeepCenterAssignmentPredictBase(**args)[source]

Bases: ProtAlign2D, XmippProtocol

Super protocol of Deep Center and Deep Global Assignment.

convertStep(inputSet, train=False)[source]
convertTrainStep()[source]
createOutputStep()[source]
insertTrainSteps()[source]
predict(predictImgsFn, gpuId, mode='', inputModel='', trainedModel=True, symmetry=None)[source]
train(gpuId, mode='', symmetry=None)[source]
class xmipp3.protocols.protocol_deep_center_assignment.XmippProtDeepGlobalAssignment(**args)[source]

Bases: XmippProtDeepCenterAssignmentPredictBase

Predict Euler Angles using deep learning.

predict(predictImgsFn, gpuId, mode='', inputModel='', trainedModel=True, symmetry=None)[source]
train(gpuId, mode='', symmetry=None)[source]