curl --request GET \
--url https://studio.edgeimpulse.com/v1/api/{projectId}/optimize/transfer-learning-models \
--header 'x-api-key: <api-key>'
{
"success": true,
"error": "<string>",
"models": {
"image": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
],
"objectDetection": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
],
"kws": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
],
"regression": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
],
"classification": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
]
}
}
Retrieves available transfer learning models
curl --request GET \
--url https://studio.edgeimpulse.com/v1/api/{projectId}/optimize/transfer-learning-models \
--header 'x-api-key: <api-key>'
{
"success": true,
"error": "<string>",
"models": {
"image": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
],
"objectDetection": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
],
"kws": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
],
"regression": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
],
"classification": [
{
"name": "<string>",
"shortName": "<string>",
"abbreviatedName": "<string>",
"description": "<string>",
"hasNeurons": true,
"hasDropout": true,
"defaultNeurons": 123,
"defaultDropout": 123,
"defaultLearningRate": 123,
"defaultTrainingCycles": 123,
"hasImageAugmentation": true,
"type": "dense",
"learnBlockType": "anomaly",
"organizationModelId": 123,
"implementationVersion": 123,
"repositoryUrl": "<string>",
"author": "<string>",
"blockType": "official",
"customParameters": [
{
"name": "Scale axes",
"value": "<string>",
"defaultValue": "<string>",
"type": "text",
"help": "Divide axes by this number",
"param": "scale-axes",
"selectOptions": [
{
"value": "<string>",
"selected": true,
"optionLabel": "<string>",
"priority": 123,
"romEstimate": 123,
"needsOps": [
"<string>"
],
"needsFeatures": [
"<string>"
]
}
],
"readonly": true,
"shouldShow": true,
"showIf": {
"parameter": "<string>",
"operator": "eq",
"value": "<string>"
},
"invalidText": "<string>",
"section": "advanced",
"multiline": true,
"required": true,
"hint": "<string>",
"placeholder": "<string>",
"showClickToSet": true
}
],
"displayCategory": "classical",
"blockNoLongerAvailable": {
"reasonMarkdown": "<string>",
"reasonHtml": "<string>"
}
}
]
}
}
Project ID
OK
The response is of type object
.