Azure 上带有仪表板的计算机视觉应用程序

Question

I am trying to integrate detection model into azure dashboards (dashboard or power bi). I would like to hear from you the best practices or advices if any did something link this. [maybe recommendation for a different tools and then integrate them into azure].

Please note that I am new to azure.

Answer 1

• To improve the security, performance, and user experience of detection model integration in Power BI, please ensure the following steps while implementing the computer vision app integration: -

1. Enable Row-Level Security
2. Use certified custom visuals
3. Categorize report data by business impact
4. Limit the number of visuals in dashboards and reports
5. Remove unnecessary interactions between visuals
6. Use on-premises data gateway instead of Personal Gateway
7. Use separate gateways for Power BI service live connection and scheduled data refresh
8. Test custom visual performance before use
9. Limit complex measures and aggregations in data models
10. Use Star schema instead of Snowflake schema when possible
11. Use slicers sparingly
12. Ensure reports and data sources are in the same region
13. Import only necessary fields and tables instead of entire data sets
14. Use templates (.PBIT files) to speed up and standardize report development instead of starting with an empty.PBIX file
15. Reduce queries
16. Avoid bi-directional and many-to-many relationships against high cardinality columns
17. Avoid using floating point data types
18. Replace the auto-generated date table with a custom date table in your model
19. Set IsAvailableinMdx to false on non-attribute columns
20. Reduce the amount of data loaded on page load
21. Use report backgrounds for static images
22. Ensure the cache update frequency aligns with the data source refresh frequency
23. Ensure the cache update frequency aligns with the data source refresh frequency
24. Shorten numbers and use tooltips to provide more information on visuals and metrics
25. Use names that are meaningful to users
26. Allow users to personalize visuals in a report
27. Avoid scrolls within the visual and on page
28. Use drillthrough buttons instead of expecting users to right-click on data points

Please refer the below documentation links for more details: -

https://docs.microsoft.com/en-us/power-bi/create-reports/deployment-pipelines-best-practices

https://docs.microsoft.com/en-us/power-bi/developer/embedded/embedded-performance-best-practices