Description
Learn how to create an Anomaly Recognizer AI model that can help detect anomalies or defects on various objects or products using Brain Builder for AITRIOS - no coding required!
🛠️ In this step-by-step tutorial, we will show you how to:
- Create your own dataset easily using the IMX500 GUI Tool
- Train an Anomaly Detection AI model to distinguish between good and faulty products
- Test and Evaluate the results
- Deploy the model to the Raspberry Pi AI camera
0:00 Start
0:40 How to Create a Dataset
1:02 How to Capture Data with the GUI Tool
3:10 How to Upload the Data to Brain Builder for AITRIOS
4:39 Evaluation of the Dataset
5:25 Training
6:24 Evaluation of the AI Model
8:34 Testing
9:54 Export the Model and Transfer to the Raspberry Pi AI Camera
12:51 See the Output on the Raspberry Pi AI Camera
📦 RESOURCES:
Try Brain Builder for AITRIOS: https://developer.aitrios.sony-semicon.com/en/studio/brain-builder#buy-now
Read Brain Builder for AITRIOS | Get Started Guide: https://developer.aitrios.sony-semicon.com/en/studio/get-started-guide
Develop for Raspberry Pi AI Camera: https://developer.aitrios.sony-semicon.com/en/raspberrypi-ai-camera
Brain Builder version used: v24.09.7
Keywords: Raspberry Pi AI camera, Anomaly AI model, Anomaly Detection, no-code AI, Brain Builder for AITRIOS, Raspberry Pi projects, edge computing, AITRIOS, Local Studio