September 22, 2021 • 10 mins
In this episode, we’ll discuss the concept of visual Inspection powered by artificial intelligence, and its usage for defect detection. We’ll talk about practical solutions artificial intelligence aims to provide to businesses and precisely about quality control and defect detection. The overview is based on the experience of MobiDev's ML Team experts.
The article on this topic is available at: https://mobidev.biz/blog/ai-visual-inspection-deep-learning-computer-vision-defect-detection
Subscribe to MobiDev on social media:
Facebook https://www.facebook.com/MobiDev.Corporation
Twitter https://twitter.com/MobiDev_
00:10 Intro. Visual inspection powered by AI
00:22 MobiDev, a software development company
01:10 The concept of AI-based visual inspection
02:08 Example of defect detection technology
02:40 Step 1. AI visual inspection system. State the problem
03:40 Step 2. Gather and prepare the data
04:42 Step 3. Developing a deep learning model
05:45 Step 4. Train the model
06:06 Step 5. Deployment and improvements
07:43 Use cases for visual inspection.
09:30 Summary
The article on this topic is available at: https://mobidev.biz/blog/ai-visual-inspection-deep-learning-computer-vision-defect-detection
Subscribe to MobiDev on social media:
Facebook https://www.facebook.com/MobiDev.Corporation
Twitter https://twitter.com/MobiDev_
00:10 Intro. Visual inspection powered by AI
00:22 MobiDev, a software development company
01:10 The concept of AI-based visual inspection
02:08 Example of defect detection technology
02:40 Step 1. AI visual inspection system. State the problem
03:40 Step 2. Gather and prepare the data
04:42 Step 3. Developing a deep learning model
05:45 Step 4. Train the model
06:06 Step 5. Deployment and improvements
07:43 Use cases for visual inspection.
09:30 Summary
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