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inference
OpenVinoInferenceSupportive
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class OpenVinoInferenceSupportive
|
package inference
object
OpenVinoInferenceSupportive
extends
InferenceSupportive
with
Serializable
Linear Supertypes
Serializable
,
Serializable
,
InferenceSupportive
,
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,
Any
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OpenVinoInferenceSupportive
Serializable
Serializable
InferenceSupportive
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final
def
!=
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
##
()
:
Int
Definition Classes
AnyRef → Any
final
def
==
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
def
calibrateOpenVinoIRFromTempDir
(
modelName:
String
,
tempDir:
String
,
networkType:
String
,
validationFilePath:
String
,
subset:
Int
,
opencvLibPath:
String
)
:
Unit
val
calibrateRelativePath
:
String
var
calibrateSHPath
:
String
def
calibrateTensorflowModel
(
modelPath:
String
,
networkType:
String
,
validationFilePath:
String
,
subset:
Int
,
opencvLibPath:
String
,
outputDir:
String
)
:
Unit
var
calibrationLibPath
:
String
var
calibrationToolPath
:
String
def
clearWeightBias
(
model:
Module
[
Float
]
)
:
Unit
Definition Classes
InferenceSupportive
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
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Annotations
@throws
(
...
)
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
def
equals
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
final
def
getClass
()
:
Class
[_]
Definition Classes
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def
hashCode
()
:
Int
Definition Classes
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final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
def
load
(
path:
String
)
:
Unit
def
loadOpenVinoIR
(
modelFilePath:
String
,
weightFilePath:
String
,
deviceType:
DeviceTypeEnumVal
)
:
OpenVINOModel
def
loadOpenVinoIRFromTempDir
(
modelName:
String
,
tempDir:
String
)
:
OpenVINOModel
def
loadOpenVinoIRInt8
(
modelFilePath:
String
,
weightFilePath:
String
,
deviceType:
DeviceTypeEnumVal
,
batchSize:
Int
)
:
OpenVINOModel
def
loadTensorflowModel
(
modelPath:
String
,
modelType:
String
,
checkpointPath:
String
,
inputShape:
Array
[
Int
]
,
ifReverseInputChannels:
Boolean
,
meanValues:
Array
[
Float
]
,
scale:
Float
)
:
OpenVINOModel
def
loadTensorflowModel
(
modelPath:
String
,
modelType:
String
,
pipelineConfigPath:
String
,
extensionsConfigPath:
String
)
:
OpenVINOModel
def
loadTensorflowModelAsCalibrated
(
modelPath:
String
,
modelType:
String
,
checkpointPath:
String
,
inputShape:
Array
[
Int
]
,
ifReverseInputChannels:
Boolean
,
meanValues:
Array
[
Float
]
,
scale:
Float
,
networkType:
String
,
validationFilePath:
String
,
subset:
Int
,
opencvLibPath:
String
)
:
OpenVINOModel
val
logger
:
Logger
def
makeMetaModel
(
original:
AbstractModule
[
Activity
,
Activity
,
Float
]
)
:
AbstractModule
[
Activity
,
Activity
,
Float
]
Definition Classes
InferenceSupportive
def
makeUpModel
(
clonedModel:
Module
[
Float
]
,
weightBias:
Array
[
Tensor
[
Float
]]
)
:
AbstractModule
[
Activity
,
Activity
,
Float
]
Definition Classes
InferenceSupportive
var
motfpyFilePath
:
String
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
var
openvinoTempDirPath
:
String
val
optimizeImageClassificationRelativePath
:
String
var
optimizeImageClassificationSHPath
:
String
val
optimizeObjectDetectionRelativePath
:
String
var
optimizeObjectDetectionSHPath
:
String
def
optimizeTFImageClassificationModel
(
modelPath:
String
,
modelType:
String
,
checkpointPath:
String
,
inputShape:
Array
[
Int
]
,
ifReverseInputChannels:
Boolean
,
meanValues:
Array
[
Float
]
,
scale:
Float
,
outputDir:
String
)
:
Unit
def
optimizeTFObjectDetectionModel
(
modelPath:
String
,
modelType:
String
,
pipelineConfigPath:
String
,
extensionsConfigPath:
String
,
outputDir:
String
)
:
Unit
def
releaseWeightBias
(
model:
Module
[
Float
]
)
:
Unit
Definition Classes
InferenceSupportive
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
def
timing
[
T
]
(
name:
String
)
(
f: ⇒
T
)
:
T
Definition Classes
InferenceSupportive
def
toString
()
:
String
Definition Classes
AnyRef → Any
def
transferBatchTableToJListOfJListOfJTensor
(
batchTable:
Table
,
batchSize:
Int
)
:
List
[
List
[
JTensor
]]
Definition Classes
InferenceSupportive
def
transferBatchTensorToJListOfJListOfJTensor
(
batchTensor:
Tensor
[
Float
]
,
batchSize:
Int
)
:
List
[
List
[
JTensor
]]
Definition Classes
InferenceSupportive
def
transferListOfActivityToActivityOfBatch
(
inputs:
List
[
List
[
JTensor
]]
,
batchSize:
Int
)
:
Activity
Definition Classes
InferenceSupportive
def
transferTensorToJTensor
(
input:
Tensor
[
Float
]
)
:
JTensor
Definition Classes
InferenceSupportive
def
transferTensorsToTensorOfBatch
(
tensors:
Array
[
JTensor
]
)
:
Tensor
[
Float
]
Definition Classes
InferenceSupportive
final
def
wait
()
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
,
arg1:
Int
)
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
)
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
def
writeFile
(
inputStream:
InputStream
,
dirPath:
String
,
filePath:
String
)
:
File
Inherited from
Serializable
Inherited from
Serializable
Inherited from
InferenceSupportive
Inherited from
AnyRef
Inherited from
Any
Ungrouped