Docs:Stable|Dev
FastAI.jlisinspiredbyfastai,andisarepositoryofbestpracticesfordeeplearninginJulia.Itsgoalistoeasilyenablecreatingstate-of-the-artmodels.FastAIenablesthedesign,training,anddeliveryofdeeplearningmodelsthatcompetewiththebestinclass,usingfewlinesofcode.
Installwith
usingPkgPkg.add("FastAI")ortryitoutwiththisGoogleColabtemplate.
Asanexample,hereishowtotrainanimageclassificationmodel:
usingFastAIdata,blocks=loaddataset("imagenette2-160",(Image,Label))method=ImageClassificationSingle(blocks)learner=methodlearner(method,data,callbacks=[ToGPU()])fitonecycle!(learner,10)plotpredictions(method,learner)Pleasereadthedocumentationformoreinformationandseethesetupinstructions.
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