Develop analytical dashboards for AI projects with PowerAI Vision
Generate and visualize video analytics using PowerAI Vision
This code pattern is part of the Getting started with PowerAI Vision learning path.
|100||Introduction to computer vision||Article|
|101||Introduction to PowerAI Vision||Article|
|201||Build and deploy a PowerAI Vision model and use it in an iOS app||Tutorial|
|202||Locate and count items with object detection||Code pattern|
|203||Object tracking in video with OpenCV and Deep Learning||Code pattern|
|301||Validate computer vision deep learning models||Code pattern|
|302||Develop analytical dashboards for AI projects with PowerAI Vision||Code pattern|
In this code pattern, learn how to deploy a customizable dashboard to visualize video and image analytics.
With this customizable dashboard, you can upload images to be processed by IBM PowerAI Vision (using object recognition and image classification), download the analyzed results, and view analytics through interactive graphs.
When you have completed this code pattern, you understand how to build a dashboard using Vue.js and PowerAI Vision APIs to generate and visualize image analytics.
- Upload the images to PowerAI Vision.
- Label the uploaded images to train the model.
- Deploy the model.
- Upload the image through the dashboard.
- View the processed image and graphs in the dashboard.
Find the detailed steps for this pattern in the README file. The steps show you how to:
- Upload the training images to PowerAI Vision.
- Train and deploy the model in PowerAI Vision.
- Clone the repository.
- Deploy the dashboard.
- Upload images to be processed through the dashboard.
- View the processed images and graphs in the dashboard.
This code pattern explained how to deploy a customizable dashboard to visualize video and image analytics. The code pattern is the final part of the Getting started with PowerAI Vision learning path. Congratulations! You should now have a fundamental understanding of PowerAI Vision and some of its advanced features. But, if you want to learn more, take a look at the PowerAI Vision page.