Description
Learn how to create an Object Detection AI model for various hardware components with Brain Builder for AITRIOS & run it on a Raspberry Pi AI Camera—no coding needed!
🛠️ In this step-by-step tutorial, we will show you how to:
- Prepare the dataset
- Train a Brain Builder detector AI model
- Test and Evaluate the results
- Deploy the model directly to the Raspberry Pi AI camera
⏱️ Timestamps:
0:00 Start
0:31 Create a Project
0:53 How to Create a Dataset
1:26 How to Capture Data with the IMX500 GUI Tool
2:55 How to Upload the Data to Brain Builder for AITRIOS
3:19 How to Annotate the Data in Brain Builder for AITRIOS
3:56 Training the Detector Model
4:28 Evaluation of the Model
7:01 Testing
8:02 Export the model and transfer to the Raspberry Pi AI Camera
10:06 Push Files to the Raspberry Pi AI Camera
10:04 Push Files to Raspberry Pi AI Camera
11:12 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?version=2024-12-12&progLang=
- 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, Detector AI model, Object detection, no-code AI, Brain Builder for AITRIOS, Raspberry Pi projects, edge computing, AITRIOS, Local Studio
#Aimodel #Objectdetection #beginnersguide #RaspberryPi #AICamera #AImodel #AItraining #VisionAI #EdgeAI #NoCodeAITraining #AITRIOS #LocalStudio