What if you want to develop an AI-based vision solution for defect identification but with a limited dataset.
In this video, Mr. Raghava (CEO of Qualitas Technologies) has explained –
The most common problem in Automated AI-based quality inspection with limited data set. 00:00 – 00:26
What is an imbalance dataset in the visual inspection? 00:27 – 1:13
How do you overcome the challenge of imbalanced datasets? 1:14 – 1:22
Data Augmentation. 1:23 – 2:08
One Class Detection Technique. 2:09 – 2:44
Synthetic Data Generation. 2:45 – 3:20
You can ask questions in the comments section.
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