Hi All,
Has anyone integrated ai with testing as for testing the video we would need to use python with deep
learning algorithm.
Thanks,
Harish n
We’ve used ML for many testing related areas, but nothing specific to videos I’m afraid
Userlevel 1
Interesting to see how quickly AI is being adopted and developed in all sorts of use cases. We just introduced AI to help generate test cases in our TTM for Jira product that dramatically increases productivity.
Specifically for video, a company like Alegion is doing some great AI/ML work along the lines of data labeling but even they have a large team of humans to solve what AI is unable to determine.
Userlevel 5
+1
Yes, there have been already some tools to test images and videos using AI methods. AI-based image/video testing tools work based on detecting different objects of interest within two or more images/videos and comparing those objects to test if there are any changes in the same object within the images/videos. Most of the AI-based tools utilize Convolutional Neural Network (CNN), which is a popular deep learning architecture for image and video processing applications.
For more information, you can visit this web page (Video Analytics in Practical AI Applications [2023 Guide] - viso.ai) that introduces Video Analytics, which is a deep learning based tool for analyzing and detecting changes in videos that is a common use case of video testing. You can also find a deep learning based algorithm for real-time change detection in video here (A Real-Time Change Detection Algorithm | Rafik Hariri Institute for Computing and Computational Science & Engineering (bu.edu)).
Userlevel 1
We’ve used ML for many testing related areas, but nothing specific to videos I’m afraid
Can you describe some ML projects in your company?
I can’t give too many details away due to NDAs but some personal thoughts where ML can help now posted at
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