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MatroidPublicApi.DetectorsApi

All URIs are relative to https://app.matroid.com

Method HTTP request Description
apiV1DetectorsDetectorIdDelete DELETE /api/v1/detectors/{detectorId} Delete a detector
apiV1DetectorsDetectorIdFeedbackFeedbackIdDelete DELETE /api/v1/detectors/{detectorId}/feedback/{feedbackId} Delete detector feedback
apiV1DetectorsDetectorIdFeedbackGet GET /api/v1/detectors/{detectorId}/feedback Get detector feedback
apiV1DetectorsDetectorIdFeedbackImagePost POST /api/v1/detectors/{detectorId}/feedback_image Add image feedback to a detector
apiV1DetectorsDetectorIdFeedbackPost POST /api/v1/detectors/{detectorId}/feedback Add feedback to a detector
apiV1DetectorsDetectorIdFinalizePost POST /api/v1/detectors/{detectorId}/finalize Train detector
apiV1DetectorsDetectorIdGet GET /api/v1/detectors/{detectorId} Get detector info
apiV1DetectorsDetectorIdMigrateDownPut PUT /api/v1/detectors/{detectorId}/migrate-down Migrate a detector back to the legacy studio
apiV1DetectorsDetectorIdMigratePut PUT /api/v1/detectors/{detectorId}/migrate Migrate detector to new studio
apiV1DetectorsDetectorIdRedoPost POST /api/v1/detectors/{detectorId}/redo Redo detector
apiV1DetectorsGet GET /api/v1/detectors List detectors (Deprecated)
apiV1DetectorsSearchGet GET /api/v1/detectors/search Search detectors
apiV1DetectorsUploadPost POST /api/v1/detectors/upload Import a detector
createDetector POST /api/v1/detectors Create detector

apiV1DetectorsDetectorIdDelete

ApiV1DetectorsDetectorIdDelete200Response apiV1DetectorsDetectorIdDelete(detectorId)

Delete a detector

Deletes a detector. Requires the `processing` field on the detector to equal `false`.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | Unique ID of the detector to be deleted
apiInstance.apiV1DetectorsDetectorIdDelete(detectorId, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String Unique ID of the detector to be deleted

Return type

ApiV1DetectorsDetectorIdDelete200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/json

apiV1DetectorsDetectorIdFeedbackFeedbackIdDelete

ApiV1DetectorsDetectorIdFeedbackFeedbackIdDelete200Response apiV1DetectorsDetectorIdFeedbackFeedbackIdDelete(detectorId, feedbackId)

Delete detector feedback

Delete feedback you've previously given a detector.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | Unique ID of the detector feedback was added to
let feedbackId = "feedbackId_example"; // String | Unique ID of the feedback you're deleting
apiInstance.apiV1DetectorsDetectorIdFeedbackFeedbackIdDelete(detectorId, feedbackId, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String Unique ID of the detector feedback was added to
feedbackId String Unique ID of the feedback you're deleting

Return type

ApiV1DetectorsDetectorIdFeedbackFeedbackIdDelete200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/json

apiV1DetectorsDetectorIdFeedbackGet

[ApiV1DetectorsDetectorIdFeedbackGet200ResponseInner] apiV1DetectorsDetectorIdFeedbackGet(detectorId, opts)

Get detector feedback

Retrieve feedback for a detector, either as raw feedback or counts by label.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | Unique ID of the detector to get feedback for
let opts = {
  'counts': false // Boolean | Whether to return raw feedback or just counts by label. Defaults to raw feedback.
};
apiInstance.apiV1DetectorsDetectorIdFeedbackGet(detectorId, opts, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String Unique ID of the detector to get feedback for
counts Boolean Whether to return raw feedback or just counts by label. Defaults to raw feedback. [optional] [default to false]

Return type

[ApiV1DetectorsDetectorIdFeedbackGet200ResponseInner]

Authorization

bearerAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/json

apiV1DetectorsDetectorIdFeedbackImagePost

ApiV1DetectorsDetectorIdFeedbackImagePost200Response apiV1DetectorsDetectorIdFeedbackImagePost(detectorId, labelName, opts)

Add image feedback to a detector

Add image as feedback to your detector from a local file or URL. Feedback images will be added as unannotated training data when retraining your detector.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | Unique ID of the detector to give feedback to
let labelName = "labelName_example"; // String | Which label to add image feedback to
let opts = {
  'file': "/path/to/file", // File | Local file to add as feedback
  'url': "url_example", // String | URL of the image to add as feedback
  'source': "source_example" // String | Additional metadata to track the source of submitted feedback
};
apiInstance.apiV1DetectorsDetectorIdFeedbackImagePost(detectorId, labelName, opts, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String Unique ID of the detector to give feedback to
labelName String Which label to add image feedback to
file File Local file to add as feedback [optional]
url String URL of the image to add as feedback [optional]
source String Additional metadata to track the source of submitted feedback [optional]

Return type

ApiV1DetectorsDetectorIdFeedbackImagePost200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: multipart/form-data
  • Accept: application/json

apiV1DetectorsDetectorIdFeedbackPost

ApiV1DetectorsDetectorIdFeedbackPost200Response apiV1DetectorsDetectorIdFeedbackPost(detectorId, feedback, opts)

Add feedback to a detector

Add feedback to your detector from a local file or URL. You can add positive feedback to reinforce detector predictions, or negative feedback to correct detector mistakes. Feedback is not taken into account until you retrain your detector. If a localizer detector predicted multiple object bounding box, you should give feedback for each bounding box in a single request.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | Unique ID of the detector to give feedback to
let feedback = [new MatroidPublicApi.ApiV1DetectorsDetectorIdFeedbackPostRequestFeedbackInner()]; // [ApiV1DetectorsDetectorIdFeedbackPostRequestFeedbackInner] | Array of feedback information
let opts = {
  'url': "url_example", // String | URL of the image to add feedback for
  'file': "/path/to/file" // File | Local file to add feedback for
};
apiInstance.apiV1DetectorsDetectorIdFeedbackPost(detectorId, feedback, opts, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String Unique ID of the detector to give feedback to
feedback [ApiV1DetectorsDetectorIdFeedbackPostRequestFeedbackInner] Array of feedback information
url String URL of the image to add feedback for [optional]
file File Local file to add feedback for [optional]

Return type

ApiV1DetectorsDetectorIdFeedbackPost200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: multipart/form-data
  • Accept: application/json

apiV1DetectorsDetectorIdFinalizePost

ApiV1DetectorsDetectorIdFinalizePost200Response apiV1DetectorsDetectorIdFinalizePost(detectorId)

Train detector

Requires the `processing` field on the detector to equal `false`. Starts training asynchronously and sets the `processing` field to `true`.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | Unique ID of the detector to train
apiInstance.apiV1DetectorsDetectorIdFinalizePost(detectorId, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String Unique ID of the detector to train

Return type

ApiV1DetectorsDetectorIdFinalizePost200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/json

apiV1DetectorsDetectorIdGet

ApiV1DetectorsDetectorIdGet200Response apiV1DetectorsDetectorIdGet(detectorId)

Get detector info

Retrieves information about the specified detector

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | Unique ID of the detector
apiInstance.apiV1DetectorsDetectorIdGet(detectorId, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String Unique ID of the detector

Return type

ApiV1DetectorsDetectorIdGet200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/json

apiV1DetectorsDetectorIdMigrateDownPut

ApiV1DetectorsDetectorIdMigrateDownPut200Response apiV1DetectorsDetectorIdMigrateDownPut(detectorId)

Migrate a detector back to the legacy studio

Reverts the 'migrated' and 'useDataset' flags for a detector that was previously migrated up. Only detectors in the 'pending' state and marked as 'migrated' can be reverted.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | The ID of the detector to migrate back to the legacy studio
apiInstance.apiV1DetectorsDetectorIdMigrateDownPut(detectorId, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String The ID of the detector to migrate back to the legacy studio

Return type

ApiV1DetectorsDetectorIdMigrateDownPut200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/json

apiV1DetectorsDetectorIdMigratePut

ApiV1DetectorsDetectorIdMigratePut200Response apiV1DetectorsDetectorIdMigratePut(detectorId)

Migrate detector to new studio

Converts a pending detector into the new studio format and returns the new dataset ID. Data for new studio detectors is stored in a dataset consisting of annotated images and labels.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | Unique ID of the detector to migrate
apiInstance.apiV1DetectorsDetectorIdMigratePut(detectorId, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String Unique ID of the detector to migrate

Return type

ApiV1DetectorsDetectorIdMigratePut200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/json

apiV1DetectorsDetectorIdRedoPost

ApiV1DetectorsDetectorIdRedoPost200Response apiV1DetectorsDetectorIdRedoPost(detectorId, opts)

Redo detector

Note: a deep copy of the trained detector with a different `detectorId` will be made.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let detectorId = "detectorId_example"; // String | Unique ID of the detector to redo
let opts = {
  'feedbackOnly': true // Boolean | Whether to retrain the detector only on images from feedback
};
apiInstance.apiV1DetectorsDetectorIdRedoPost(detectorId, opts, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
detectorId String Unique ID of the detector to redo
feedbackOnly Boolean Whether to retrain the detector only on images from feedback [optional]

Return type

ApiV1DetectorsDetectorIdRedoPost200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: application/x-www-form-urlencoded
  • Accept: application/json

apiV1DetectorsGet

[ApiV1DetectorsGet200ResponseInner] apiV1DetectorsGet()

List detectors (Deprecated)

Retrieves a list of detectors. This endpoint is deprecated, use the search endpoint instead.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
apiInstance.apiV1DetectorsGet((error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

This endpoint does not need any parameter.

Return type

[ApiV1DetectorsGet200ResponseInner]

Authorization

bearerAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/json

apiV1DetectorsSearchGet

[ApiV1DetectorsSearchGet200ResponseInner] apiV1DetectorsSearchGet(opts)

Search detectors

Returns detectors that match the query.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let opts = {
  'id': "id_example", // String | Matches the detector with this ID. If this field is specified, only a single detector should be returned
  'name': "name_example", // String | Matches detectors with names that contain a word that begins with the specified value for this field
  'label': "label_example", // String | Matches detectors with at least one label that contains a word that begins with the specified value for this field
  'published': false, // Boolean | If set to `false`, only searches user-owned detectors. If set to `true`, only searches published detectors
  'detectorType': "detectorType_example", // String | Type of detector to search for
  'state': "'trained'", // String | State of the detector
  'categoryId': "categoryId_example", // String | Category ID to filter by (e.g., 'People', 'Technology', 'Industrial IoT')
  'limit': 100, // Number | Maximum number of query results returned
  'offset': 0, // Number | Number of query results skipped
  'includeImageClasses': false // Boolean | Whether to include image classes in the response
};
apiInstance.apiV1DetectorsSearchGet(opts, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
id String Matches the detector with this ID. If this field is specified, only a single detector should be returned [optional]
name String Matches detectors with names that contain a word that begins with the specified value for this field [optional]
label String Matches detectors with at least one label that contains a word that begins with the specified value for this field [optional]
published Boolean If set to `false`, only searches user-owned detectors. If set to `true`, only searches published detectors [optional] [default to false]
detectorType String Type of detector to search for [optional]
state String State of the detector [optional] [default to 'trained']
categoryId String Category ID to filter by (e.g., 'People', 'Technology', 'Industrial IoT') [optional]
limit Number Maximum number of query results returned [optional] [default to 100]
offset Number Number of query results skipped [optional] [default to 0]
includeImageClasses Boolean Whether to include image classes in the response [optional] [default to false]

Return type

[ApiV1DetectorsSearchGet200ResponseInner]

Authorization

bearerAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/json

apiV1DetectorsUploadPost

ApiV1DetectorsUploadPost200Response apiV1DetectorsUploadPost(name, opts)

Import a detector

Imports a detector into Matroid. Certain combinations of parameters can be supplied: `fileDetector`, `fileProto` + `fileLabel` (+ `fileLabelInd`), or `fileProto` + `labels` (+ `labelInds`). The parameters in parentheses can be optionally supplied for object detection.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let name = "name_example"; // String | Name of the detector
let opts = {
  'fileDetector': "/path/to/file", // File | `.matroid` file
  'fileProto': "/path/to/file", // File | Frozen inference graph `.pb` file
  'fileLabel': "/path/to/file", // File | Label `.txt` file, one line per class
  'fileLabelInd': "/path/to/file", // File | Label index `.txt` file, one line per index
  'labels': ["null"], // [String] | List of labels for the detector
  'labelInds': ["null"], // [String] | List of label indices for the detector
  'inputTensor': "inputTensor_example", // String | Input tensor name with size (e.g. `ToFloat[600,600,3]`)
  'outputTensor': "outputTensor_example", // String | Output tensor name(s) with size (e.g. `detection_boxes[100,4],detection_classes[100],detection_scores[100]`)
  'detectorType': "detectorType_example" // String | Type of the detector
};
apiInstance.apiV1DetectorsUploadPost(name, opts, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
name String Name of the detector
fileDetector File `.matroid` file [optional]
fileProto File Frozen inference graph `.pb` file [optional]
fileLabel File Label `.txt` file, one line per class [optional]
fileLabelInd File Label index `.txt` file, one line per index [optional]
labels [String] List of labels for the detector [optional]
labelInds [String] List of label indices for the detector [optional]
inputTensor String Input tensor name with size (e.g. `ToFloat[600,600,3]`) [optional]
outputTensor String Output tensor name(s) with size (e.g. `detection_boxes[100,4],detection_classes[100],detection_scores[100]`) [optional]
detectorType String Type of the detector [optional]

Return type

ApiV1DetectorsUploadPost200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: multipart/form-data
  • Accept: application/json

createDetector

CreateDetector200Response createDetector(name, detectorType, file, opts)

Create detector

Asynchronously creates a detector (sets the `processing` field on the detector to `true`). Note: calling this API creates a pending detector, and you can update this detector with more images by calling this API with `detectorId`. However, creating more than one pending detector is not allowed, so you need to finalize or delete your existing pending detector before creating a new one. You can only add new labels to your pending detector with this route. If you want to add images to existing labels, please use the route for updating labels with images. The zip file size limit is 2 GB, and the limit for each image inside the zip is 10 MB.

Example

import MatroidPublicApi from 'matroid_public_api';
let defaultClient = MatroidPublicApi.ApiClient.instance;
// Configure Bearer (JWT) access token for authorization: bearerAuth
let bearerAuth = defaultClient.authentications['bearerAuth'];
bearerAuth.accessToken = "YOUR ACCESS TOKEN"

let apiInstance = new MatroidPublicApi.DetectorsApi();
let name = "name_example"; // String | Name of the detector. Required when creating a new detector.
let detectorType = "detectorType_example"; // String | `general`, `facial_recognition`, `facial_characteristics`, `single_shot_detector`, `panoptic`. Required when creating a new detector.
let file = "/path/to/file"; // File | Zip file of images. Supported formats: - Matroid format: `zip/label_name/_*.(jpg|jpeg|png)`, with optional bounding box CSV (`zip/bbox.csv` containing columns `left`, `top`, `right`, `bottom`, `label`, `type`, `file`). - COCO format: `zip/_*.(jpg|jpeg|png)`. 
let opts = {
  'detectorId': "detectorId_example", // String | If provided, updates this pending detector with more images.
  'labelsJSON': "/path/to/file" // File | JSON file in COCO format.
};
apiInstance.createDetector(name, detectorType, file, opts, (error, data, response) => {
  if (error) {
    console.error(error);
  } else {
    console.log('API called successfully. Returned data: ' + data);
  }
});

Parameters

Name Type Description Notes
name String Name of the detector. Required when creating a new detector.
detectorType String `general`, `facial_recognition`, `facial_characteristics`, `single_shot_detector`, `panoptic`. Required when creating a new detector.
file File Zip file of images. Supported formats: - Matroid format: `zip/label_name/_*.(jpg jpeg
detectorId String If provided, updates this pending detector with more images. [optional]
labelsJSON File JSON file in COCO format. [optional]

Return type

CreateDetector200Response

Authorization

bearerAuth

HTTP request headers

  • Content-Type: multipart/form-data
  • Accept: application/json