with Oracle Cloud Infrastructure and Roboflow ?
Emit new event when a new autonomous database is created in a specified compartment. See the documentation
Emit new event when a compute instance changes state (e.g., from stopped to running). This requires instance OCID and proper event rules set up in Oracle Cloud Infrastructure. See the documentation
Emit new event when a new object is uploaded to a specified Oracle Cloud Infrastructure Object Storage bucket. See the documentation
Create or update an object in a specified Oracle Cloud Infrastructure Object Storage bucket. See the documentation
Run inference on classification models hosted on Roboflow. See the documentation
Delete an object from a specified Oracle Cloud Infrastructure Object Storage bucket. See the documentation
Run inference on your object detection models hosted on Roboflow. See the documentation
Upload an image to a project on the Roboflow platform. See the documentation
import * as common from "oci-common";
import * as identity from "oci-identity";
export default defineComponent({
props: {
oracle_cloud_infrastructure: {
type: "app",
app: "oracle_cloud_infrastructure",
},
},
async run({ steps, $ }) {
const tenancyId = this.oracle_cloud_infrastructure.$auth.tenancy_id;
const userId = this.oracle_cloud_infrastructure.$auth.user_id;
const fingerprint = this.oracle_cloud_infrastructure.$auth.fingerprint;
const regionStr = this.oracle_cloud_infrastructure.$auth.region;
const privateKey = this.oracle_cloud_infrastructure.$auth.private_key;
// Convert the region string into a Region object
const region = common.Region.fromRegionId(regionStr);
// Create a simple authentication provider using your credentials.
// If your private key has a passphrase, replace null with the passphrase.
const provider = new common.SimpleAuthenticationDetailsProvider(
tenancyId,
userId,
fingerprint,
privateKey,
null, // passphrase (if needed)
region
);
// Create an IdentityClient using the provider.
const identityClient = new identity.IdentityClient({
authenticationDetailsProvider: provider,
});
// Prepare a request to list compartments for your tenancy.
const listCompartmentsRequest = {
compartmentId: tenancyId,
};
// Call the OCI API to list compartments.
const response = await identityClient.listCompartments(listCompartmentsRequest);
// The response object contains details such as items (the list of compartments).
return response;
},
});
The Roboflow API is a robust machine learning interface that allows developers to upload, annotate, train, and deploy computer vision models. Using Pipedream, you can create powerful, serverless workflows to automate tasks involving image and video processing. With the API, you can programmatically manage datasets, kick off model training, and utilize trained models to analyze new data.
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
roboflow: {
type: "app",
app: "roboflow",
}
},
async run({steps, $}) {
return await axios($, {
url: `https://api.roboflow.com/`,
params: {
api_key: `${this.roboflow.$auth.api_key}`,
},
})
},
})