- Generating A Scoped Prediction Key West
- Generating A Scoped Prediction Key West
- Generating A Scoped Prediction Keyboard
Generating A Scoped Prediction Key West
After you've train your model, you can test images programmatically by submitting them to the Prediction API endpoint.
OAuth 2.0 scopes provide a way to limit the amount of access that is granted to an access token. For example, an access token issued to a client app may be granted READ and WRITE access to protected resources, or just READ access. You can implement your APIs to enforce any scope or combination of scopes you wish.
Generating A Scoped Prediction Key West
- When referencing key definitions that are defined in a different key scope, key names might need to be qualified with key scope names. Cross-deliverable addressing and linking. A map can use scoped keys to reference keys that are defined in a different root map.
- Oct 29, 2019 As technology grows, so does its use cases. To help businesses prepare for this changing tech environment, Gens outlined the following 10 IT industry predictions.
JFrog Access provides JFrog Products with access tokens as a flexible means of authentication with a wide range of capabilities: Cross-instance authentication Access tokens can be used for authentication, not only by the instance or cluster where they were created, but also for other instances and clusters that are all part of the same 'circle of trust' (described below). Generating Refreshable Tokens. As mentioned above, you can limit the validity period of an token by setting its expiry time. To allow extending access privileges of a token once it has expired, you can provide a refresh token which will generate a new token with the same privileges as the original one.
Note
This document demonstrates using C# to submit an image to the Prediction API. For more information and examples, see the Prediction API reference.
Publish your trained iteration
From the Custom Vision web page, select your project and then select the Performance tab.
To submit images to the Prediction API, you will first need to publish your iteration for prediction, which can be done by selecting Publish and specifying a name for the published iteration. This will make your model accessible to the Prediction API of your Custom Vision Azure resource.
Once your model has been successfully published, you'll see a 'Published' label appear next to your iteration in the left-hand sidebar, and its name will appear in the description of the iteration.
Get the URL and prediction key
Once your model has been published, you can retrieve the required information by selecting Prediction URL. This will open up a dialog with information for using the Prediction API, including the Prediction URL and Prediction-Key.
In this guide, you will use a local image, so copy the URL under If you have an image file to a temporary location. Copy the corresponding Prediction-Key value as well.
Create the application
- In Visual Studio, create a new C# console application.
- Use the following code as the body of the Program.cs file.
- Change the following information:
- Set the
namespace
field to the name of your project. - Replace the placeholder
<Your prediction key>
with the key value you retrieved earlier. - Replace the placeholder
<Your prediction URL>
with the URL you retrieved earlier.
- Set the
Run the application
When you run the application, you are prompted to enter a path to an image file in the console. The image is then submitted to the Prediction API, and the prediction results are returned as a JSON-formatted string. The following is an example response.
Generating A Scoped Prediction Keyboard
Next steps
![Generating A Scoped Prediction Key Generating A Scoped Prediction Key](https://www.ibm.com/developerworks/community/blogs/nfrsblog/resource/BLOGS_UPLOADED_IMAGES/Capture8.jpg)
In this guide, you learned how to submit images to your custom image classifier/detector and receive a response programmatically with the C# SDK. Next, learn how to complete end-to-end scenarios with C#, or get started using a different language SDK.