Edge AI Motion Lab Kit with ESP32-S3 + MPU6050
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Edge AI Motion Lab Kit with ESP32-S3 + MPU6050
Collect motion data from a 6-axis IMU, train a classifier and an anomaly detector, and run both on an ESP32-S3.
This is the hardware for the free, open ML Systems labs (mlsysbook.ai). Soldr adapts the lab code to these boards' pins.
Which labs it covers
Motion classification and anomaly detection.
What You'll Learn
- Reading an MPU6050 accelerometer and gyroscope over I2C
- Collecting and labelling motion data for training
- Training a motion classifier and an anomaly detector
- Running both models on the ESP32-S3 in real time
The parts, and how they differ from the lab hardware
The labs are written for the XIAO ESP32S3. These are equivalent ESP32-S3 parts: an ESP32-S3-DevKitC-1 with 16MB flash and 8MB PSRAM and an MPU6050 IMU on I2C, so Soldr adapts the lab code to this board's pins and sensor.
Kit Contents
| Component | Quantity |
|---|---|
| ESP32-S3-DevKitC-1 N16R8 (16MB flash, 8MB PSRAM) | 1 |
| MPU6050 6-Axis IMU (GY-521) | 1 |
| Breadboards, 830 + 400 points | 1 |
| Jumper Wires, M-M / M-F / F-F (120) | 1 |
| USB-C to USB-A Cable (data) | 1 |
Soldr build credits
Your kit comes with Soldr build credits for the code and wiring, and your first build is on us.
Who makes this kit?
Compoden. It's our own kit of equivalent parts. The labs are free and open, this is hardware you can run them on, and Soldr adapts the lab code to these parts.
Will the lab code run on this kit without changes?
Not exactly as written, because the labs target a different board. Soldr adapts the lab code to these boards' pins.
What do I get from Soldr with this kit?
Your kit comes with Soldr build credits for the code and wiring, and your first build is on us.
Collect motion data from a 6-axis IMU, train a classifier and an anomaly detector, and run both on an ESP32-S3.
What's in this kit
Ask Soldr above what you can build with this — it knows every Compoden kit this part appears in.
Shipping Information
- Prepaid Orders: ₹75 for orders up to ₹999, FREE shipping above ₹999
- COD Orders: ₹125 shipping + ₹50 COD fee = ₹175 total
- Delivery Timeline: Dispatch in 3-7 days, delivery in 2-7 days depending on location
Returns & Warranty
- 7-Day Return: Manufacturing defects only (approval required)
- Warranty: 7 days from delivery
- Non-Returnable: Batteries, consumables, cut wires, clearance items