Retrieves available transfer learning models

GEThttps://studio.edgeimpulse.com/v1/api/{projectId}/optimize/transfer-learning-models

Path parameters

projectId*integer

Project ID

Response

Block info

Body

success*boolean

Whether the operation succeeded

errorstring

Optional error description (set if 'success' was false)

models*object

image*array of TransferLearningModel (object)

name*string

shortName*string

abbreviatedNamestring

description*string

hasNeurons*boolean

hasDropout*boolean

defaultNeuronsinteger

defaultDropoutnumber

defaultLearningRatenumber

defaultTrainingCyclesnumber

hasImageAugmentationboolean

type*KerasVisualLayerType (enum)

denseconv1dconv2dreshapeflattendropoutbatchNormalizationtransfer_mobilenetv2_a35transfer_mobilenetv2_a1transfer_mobilenetv2_a05transfer_mobilenetv2_160_a1transfer_mobilenetv2_160_a75transfer_mobilenetv2_160_a5transfer_mobilenetv2_160_a35transfer_mobilenetv1_a25_d100transfer_mobilenetv1_a2_d100transfer_mobilenetv1_a1_d100transfer_kws_mobilenetv1_a1_d100transfer_kws_mobilenetv2_a35_d100transfer_kws_syntiant_ndp10xtransfer_kws_conv2d_tinyobject_ssd_mobilenet_v2_fpnlite_320x320fomo_mobilenet_v2_a01fomo_mobilenet_v2_a35transfer_organizationtransfer_akidanet_imagenet_160_a100transfer_akidanet_imagenet_160_a50transfer_akidanet_imagenet_160_a25transfer_akidanet_imagenet_224_a100transfer_akidanet_imagenet_224_a50transfer_akidanet_imagenet_224_a25fomo_akidanet_a50fomo_ad_gmmfomo_ad_patchcore

learnBlockTypeLearnBlockType (enum)

The type of learning block (anomaly, keras, keras-transfer-image, keras-transfer-kws, keras-object-detection, keras-regression). Each behaves differently.

anomalyanomaly-gmmkeraskeras-transfer-imagekeras-transfer-kwskeras-object-detectionkeras-regressionkeras-akidakeras-akida-transfer-imagekeras-akida-object-detectionkeras-visual-anomaly

organizationModelIdinteger

implementationVersioninteger

repositoryUrlstring

URL to the source code of this custom learn block.

author*string

blockType*BlockType (enum)

officialpersonalenterprisepro-or-enterprisecommunity

customParametersarray of DSPGroupItem (object)

name*string

Example: "Scale axes"

valuestring

defaultValue*string

type*string

Example: "text"

helpstring

Example: "Divide axes by this number"

param*string

Example: "scale-axes"

selectOptionsarray of object

valuestring

selectedboolean

optionLabelstring

readonly*boolean

shouldShow*boolean

showIfobject

parameter*string

operator*enum

eqneq

value*string

invalidTextstring

sectionenum

Interface section to render parameter in.

advancedaugmentation

multilineboolean

Only valid for type "string". Will render a multiline text area.

required*boolean

hintstring

If set, shows a hint below the input.

placeholderstring

Sets the placeholder text on the input element (for types "string", "int", "float" and "secret")

displayCategoryBlockDisplayCategory (enum)

Category to display this block in the UI.

classicaltao

objectDetection*array of TransferLearningModel (object)

name*string

shortName*string

abbreviatedNamestring

description*string

hasNeurons*boolean

hasDropout*boolean

defaultNeuronsinteger

defaultDropoutnumber

defaultLearningRatenumber

defaultTrainingCyclesnumber

hasImageAugmentationboolean

type*KerasVisualLayerType (enum)

learnBlockTypeLearnBlockType (enum)

The type of learning block (anomaly, keras, keras-transfer-image, keras-transfer-kws, keras-object-detection, keras-regression). Each behaves differently.

anomalyanomaly-gmmkeraskeras-transfer-imagekeras-transfer-kwskeras-object-detectionkeras-regressionkeras-akidakeras-akida-transfer-imagekeras-akida-object-detectionkeras-visual-anomaly

organizationModelIdinteger

implementationVersioninteger

repositoryUrlstring

URL to the source code of this custom learn block.

author*string

blockType*BlockType (enum)

officialpersonalenterprisepro-or-enterprisecommunity

customParametersarray of DSPGroupItem (object)

name*string

Example: "Scale axes"

valuestring

defaultValue*string

type*string

Example: "text"

helpstring

Example: "Divide axes by this number"

param*string

Example: "scale-axes"

selectOptionsarray of object

valuestring

selectedboolean

optionLabelstring

readonly*boolean

shouldShow*boolean

showIfobject

parameter*string

operator*enum

eqneq

value*string

invalidTextstring

sectionenum

Interface section to render parameter in.

advancedaugmentation

multilineboolean

Only valid for type "string". Will render a multiline text area.

required*boolean

hintstring

If set, shows a hint below the input.

placeholderstring

Sets the placeholder text on the input element (for types "string", "int", "float" and "secret")

displayCategoryBlockDisplayCategory (enum)

Category to display this block in the UI.

classicaltao

kws*array of TransferLearningModel (object)

name*string

shortName*string

abbreviatedNamestring

description*string

hasNeurons*boolean

hasDropout*boolean

defaultNeuronsinteger

defaultDropoutnumber

defaultLearningRatenumber

defaultTrainingCyclesnumber

hasImageAugmentationboolean

type*KerasVisualLayerType (enum)

learnBlockTypeLearnBlockType (enum)

The type of learning block (anomaly, keras, keras-transfer-image, keras-transfer-kws, keras-object-detection, keras-regression). Each behaves differently.

anomalyanomaly-gmmkeraskeras-transfer-imagekeras-transfer-kwskeras-object-detectionkeras-regressionkeras-akidakeras-akida-transfer-imagekeras-akida-object-detectionkeras-visual-anomaly

organizationModelIdinteger

implementationVersioninteger

repositoryUrlstring

URL to the source code of this custom learn block.

author*string

blockType*BlockType (enum)

officialpersonalenterprisepro-or-enterprisecommunity

customParametersarray of DSPGroupItem (object)

name*string

Example: "Scale axes"

valuestring

defaultValue*string

type*string

Example: "text"

helpstring

Example: "Divide axes by this number"

param*string

Example: "scale-axes"

selectOptionsarray of object

valuestring

selectedboolean

optionLabelstring

readonly*boolean

shouldShow*boolean

showIfobject

parameter*string

operator*enum

eqneq

value*string

invalidTextstring

sectionenum

Interface section to render parameter in.

advancedaugmentation

multilineboolean

Only valid for type "string". Will render a multiline text area.

required*boolean

hintstring

If set, shows a hint below the input.

placeholderstring

Sets the placeholder text on the input element (for types "string", "int", "float" and "secret")

displayCategoryBlockDisplayCategory (enum)

Category to display this block in the UI.

classicaltao

regression*array of TransferLearningModel (object)

name*string

shortName*string

abbreviatedNamestring

description*string

hasNeurons*boolean

hasDropout*boolean

defaultNeuronsinteger

defaultDropoutnumber

defaultLearningRatenumber

defaultTrainingCyclesnumber

hasImageAugmentationboolean

type*KerasVisualLayerType (enum)

learnBlockTypeLearnBlockType (enum)

The type of learning block (anomaly, keras, keras-transfer-image, keras-transfer-kws, keras-object-detection, keras-regression). Each behaves differently.

anomalyanomaly-gmmkeraskeras-transfer-imagekeras-transfer-kwskeras-object-detectionkeras-regressionkeras-akidakeras-akida-transfer-imagekeras-akida-object-detectionkeras-visual-anomaly

organizationModelIdinteger

implementationVersioninteger

repositoryUrlstring

URL to the source code of this custom learn block.

author*string

blockType*BlockType (enum)

officialpersonalenterprisepro-or-enterprisecommunity

customParametersarray of DSPGroupItem (object)

name*string

Example: "Scale axes"

valuestring

defaultValue*string

type*string

Example: "text"

helpstring

Example: "Divide axes by this number"

param*string

Example: "scale-axes"

selectOptionsarray of object

valuestring

selectedboolean

optionLabelstring

readonly*boolean

shouldShow*boolean

showIfobject

parameter*string

operator*enum

eqneq

value*string

invalidTextstring

sectionenum

Interface section to render parameter in.

advancedaugmentation

multilineboolean

Only valid for type "string". Will render a multiline text area.

required*boolean

hintstring

If set, shows a hint below the input.

placeholderstring

Sets the placeholder text on the input element (for types "string", "int", "float" and "secret")

displayCategoryBlockDisplayCategory (enum)

Category to display this block in the UI.

classicaltao

classification*array of TransferLearningModel (object)

name*string

shortName*string

abbreviatedNamestring

description*string

hasNeurons*boolean

hasDropout*boolean

defaultNeuronsinteger

defaultDropoutnumber

defaultLearningRatenumber

defaultTrainingCyclesnumber

hasImageAugmentationboolean

type*KerasVisualLayerType (enum)

learnBlockTypeLearnBlockType (enum)

The type of learning block (anomaly, keras, keras-transfer-image, keras-transfer-kws, keras-object-detection, keras-regression). Each behaves differently.

anomalyanomaly-gmmkeraskeras-transfer-imagekeras-transfer-kwskeras-object-detectionkeras-regressionkeras-akidakeras-akida-transfer-imagekeras-akida-object-detectionkeras-visual-anomaly

organizationModelIdinteger

implementationVersioninteger

repositoryUrlstring

URL to the source code of this custom learn block.

author*string

blockType*BlockType (enum)

officialpersonalenterprisepro-or-enterprisecommunity

customParametersarray of DSPGroupItem (object)

name*string

Example: "Scale axes"

valuestring

defaultValue*string

type*string

Example: "text"

helpstring

Example: "Divide axes by this number"

param*string

Example: "scale-axes"

selectOptionsarray of object

valuestring

selectedboolean

optionLabelstring

readonly*boolean

shouldShow*boolean

showIfobject

parameter*string

operator*enum

eqneq

value*string

invalidTextstring

sectionenum

Interface section to render parameter in.

advancedaugmentation

multilineboolean

Only valid for type "string". Will render a multiline text area.

required*boolean

hintstring

If set, shows a hint below the input.

placeholderstring

Sets the placeholder text on the input element (for types "string", "int", "float" and "secret")

displayCategoryBlockDisplayCategory (enum)

Category to display this block in the UI.

classicaltao

Request

Response