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codecentric-oss/niceml
niceML
codecentric-oss/niceml
Welcome to niceML
Tutorials
Tutorials
Getting Started
Generating Test Data
Writing custom pipelines
How-to Guides
How-to Guides
How-to-guides
Frequently Asked Questions
Concepts
Concepts
Use Hydra and Dagster
Use the niceML Dashboard
References
References
Dagster Jobs
API
API
cli
cli
clicommands
climain
config
config
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subsetnames
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writeopconfig
dagster
dagster
jobs
jobs
jobs
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ops
ops
analysis
copyexp
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filelockops
imagetotable
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resources
resources
locations
dashboard
dashboard
binprobvisu
components
components
downloadexpviscomponent
expviscomponent
linearviscomponent
metaviscomponent
prefixviscomponent
selectionviscomponent
configviscomponent
dashboard
expvisuhelper
imagenetdataloggerviscomponent
metricviscomponent
netdataloggerviscomponent
remotettrainutils
visualizers
visualizers
boundingboxvisualizer
imagevisualizer
maskvisualizer
data
data
augmentation
augmentation
augmentation
datadescriptions
datadescriptions
clsdatadescription
datadescription
inputdatadescriptions
objdetdatadescription
outputdatadescriptions
regdatadescription
semsegdatadescritption
datafilters
datafilters
dataframefilter
nandataframefilter
datainfolistings
datainfolistings
clsdatainfolisting
datainfolisting
objdetdatainfolisting
semsegdatainfolisting
datainfos
datainfos
clsdatainfo
datainfo
imagedatainfo
objdetdatainfo
semsegdatainfo
dataiterators
dataiterators
boundingboxdataiterator
dataiterator
dataloaders
dataloaders
cachedimageloader
clsdataloader
dataloader
dfloaders
factories
factories
dfloaderfactory
imageloaderfactory
imageloaders
interfaces
interfaces
dfloader
imageloader
objdetdataloader
semseg
semseg
semsegdataloader
transformmaskimage
datasets
datasets
clsclassinfo
dataset
dfdataset
genericdataset
datashuffler
datashuffler
datashuffler
defaultshuffler
uniformdistributionshuffler
datastatsgenerator
datastatsgenerator
datastatsgenerator
defaultstatsgenerator
featurecombiners
featurecombiners
featurecombiner
netdataloggers
netdataloggers
netdatalogger
objdetnetdatalogger
semsegnetdatalogger
normalization
normalization
minmax
normalization
storages
storages
fsfilesystemstorage
fsspecstorage
localstorage
storagehandler
storageinterface
dlframeworks
dlframeworks
keras
keras
callbacks
callbacks
callback_factories
csvlogger
modelcheckpoint
nancheckcallback
datasets
datasets
kerasdfdataset
kerasgenericdataset
kerasmetrics
kerasmodelloader
learners
learners
keraslearner
losses
losses
categoricalfocalloss
objdetlosses
semseglosses
metrics
metrics
objdetmetrics
semsegmetrics
modelcompiler
modelcompiler
defaultmodelcompiler
models
models
clsmodelfactory
layerfactory
loadweightsmodelfactory
mlp
mobilenet
premodellayers
retinanet
unets
optimizers
optimizers
schedules
schedules
cycliclrschedule
predictionfunctions
predictionfunctions
keraspredictionfunction
experiments
experiments
confextractionmetafunction
expdatalocalstorageloader
expdatastorageloader
experimentcontext
experimentdata
experimentdownloader
experimenterrors
experimentinfo
experimentmanager
experimenttests
experimenttests
checkfilesfolderstest
exptests
metriccheck
testinitializer
validateexps
expfilenames
expoutinitializer
exppathfinder
filters
filters
datefilter
experimentfilter
expselectionfilter
selectboxfilter
sliderfilter
loaddatafunctions
loadexpinfo
localexperimentcache
metafunctions
metainfotables
metalists
metatablefactory
schemas
schemas
baseexpschema
defaultexpschema
expdocstring
expmember
objdetexpschema
parquetframeexpmember
sampleexpschemas
schemalist
schemavalidation
yamlexpmember
filechecksumprocessors
filechecksumprocessors
filechecksumprocessor
zippedcsvtoparqprocessor
mkdocs
mkdocs
mdgraph
mdjob
mdop
mdtable
schemadocgeneration
mlcomponents
mlcomponents
callbacks
callbacks
callbackinitializer
learners
learners
fitgenerators
learner
modelcompiler
modelcompiler
modelcompiler
modelcustomloadobjects
modelloader
modelloader
modelloader
models
models
modelbundle
modelfactory
objdet
objdet
anchorencoding
anchorgenerator
predictionfunction
predictionfunction
predictionfunction
predictionhandlers
predictionhandlers
combinationpredictionhandler
objdetpredictionhandler
predictionhandler
semsegpredictionhandler
tensorpredictionhandler
vectorpredictionhandler
resultanalyzers
resultanalyzers
analyzer
dataframes
dataframes
clsmetric
dfanalyzer
multilabeltobinary
regmetric
instancefinders
instancefinders
instancecontour
instancefinder
maskinstance
multichannelinstancefinder
multiresultanalyzer
tensors
tensors
semsegdataiterator
tensordataiterators
tensordfmetricwrapper
tensorgraphanalyzer
tensoriou
tensormetric
tensorvisualizer
zarrdataiterator
targettransformer
targettransformer
imageinputtransformer
objdettargettransformer
semsegtargettransformer
targettransformer
targettransformercls
scripts
scripts
hydraconfreader
rundatatests
splitdatasetindex
storages
storages
abs
utilities
utilities
boundingboxes
boundingboxes
bboxconversion
bboxdrawing
bboxencoding
bboxlabeling
boundingbox
filtering
filtering
nmsfilter
predictionfilter
predictionfiltertype
thresholdfilter
unifiedboxfilter
chartutils
checksums
colorutils
commonutils
copyutils
encoding
factoryutils
filtering
filtering
probabilityclassselector
fsspec
fsspec
locationutils
gitutils
hydrautils
idutils
imagegeneration
imageloading
imagesize
imageutils
instancelabeling
instancelabelmatching
ioumatrix
ioutils
logutils
masks
masks
maskdownscale
matchingresult
omegaconfutils
pytestutils
readwritelock
regexutils
semseg
semseg
semsegdrawing
semseginstancelabeling
splitutils
thumbnailshower
timeutils
userselection
Contribute
Contribute
Contribution Guidelines
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Development Environment Setup
Table of contents
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components
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