XIAO ESP32S3 Workspace on SenseCraft AI Platform
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Getting Started
Section titled “Getting Started”Connect XIAO ESP32S3
Section titled “Connect XIAO ESP32S3”- Align the connector on the camera sensor expansion board with the B2B connector on the XIAO ESP32S3 Sense and press it to install camera sensor.
- Connect the XIAO ESP32S3 Sense to your computer via USB and Select USB JAG/serial debug unit to connect device.
- Once connected to the device, it will read the device information, model information, and run the model for inference. Users can adjust the Confidence and IoU settings to fine-tune the accuracy of the model’s inference.
- Confidence：Confidence refers to the level of certainty or probability assigned by a model to its predictions
- IoU：IoU is used to assess the accuracy of predicted bounding boxes compared to truth bounding boxes
Replace AI Model
Section titled “Replace AI Model”If you need to replace the device’s currently running model, the SenseCrfat AI platform offers two ways to do so
- Select a publicly available model on the SenseCraft AI platform or a model under the user’s account to replace it.
- Directly upload a model for replacement.
- Model Name：input a name
- Model File ：Upload a model in tflite format
- ID Object: Class of model recognition
Output
Section titled “Output”Set a condition so that when the detected target meets the criteria, the yellow LED on the XIAO ESP32S3 will light up.
Example:If the device detects Face and the confidence is greater than 43, then light up the device’s yellow led
Tech Support
Section titled “Tech Support”Need help with your SenseCAP Indicator? We’re here to assist you!