TinyML Education Kit

VibeGuard IMU Kit

Complete TinyML Solution in One Kit

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From Learning Frustration to Implementation Success

Students struggle with complex TinyML workflows across multiple platforms and tools.

Teachers spend hours preparing disconnected lab materials and debugging setup issues.

Complete data collection → training → deployment in 1 class session. Reduce teacher prep time by 70%.

Edge Impulse Cloud Integration

One-click model training and deployment. No complex toolchain setup required.

Students focus on learning concepts, not fighting with software installation.

Multiple Sensor Modules

IMU

Explore diverse AI applications from audio recognition to motion detection.

One kit covers entire semester curriculum across different project types.

Ready-to-Use Examples

Pre-built projects for common use cases: voice commands, gesture control, predictive maintenance.

Start meaningful projects from day one, not weeks of setup.

Technical Specifications

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Core MCU/Board
ESP32-S3
Sensor Modules
IMU
AI Training Platform
Edge Impulse (default)
Target Audience
Teens, Makers, Educators
Application Scenes

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Educational pricing starting from $299/kit

Volume discounts available for classroom sets (10+ units)

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Frequently Asked Questions

What's included in the starter kit?

Complete hardware kit with multiple sensors, pre-configured development board, cables, and access to our online learning platform with 20+ guided projects.

Do I need prior machine learning experience?

No. Our curriculum is designed for beginners. Start with drag-and-drop model building, then progress to code-level customization as skills develop.

How long does shipping take?

2-3 business days within US, 5-7 days international. Express shipping available for urgent classroom needs.

What support is included?

12 months of technical support via email/chat, access to teacher community forum, and quarterly virtual office hours with our engineering team.

Can I integrate with existing LMS platforms?

Yes. Compatible with Canvas, Blackboard, Moodle, and Google Classroom through our API and SCORM packages.

What's your return policy for educational purchases?

30-day full refund for unused kits. Defective units replaced within 24 hours during academic terms.

Downloads & Resources

📄 Technical Datasheet 🚀 Quick Start Guide 💾 Sample Projects ZIP 📚 Curriculum Integration Guide ✅ FCC/CE Certificates
VibeGuard IMU Kit combines a three-axis accelerometer, a low-power Cortex-M4 MCU, and LoRa/BLE connectivity on a credit-card-sized board. Stick the board onto a motor, compressor, or pump, then use Edge Impulse to capture vibration waveforms and train a “Healthy vs. Fault” model in under ten minutes. Flash the model back to the device with one click. In deployment the board samples at 400 Hz and infers in under 25 ms, continuously assessing machine health. When it detects a new spectral pattern or shock spike, it sounds an onboard buzzer and sends an MQTT alert over LoRa. Ideal for maintenance teams building predictive-maintenance PoCs, the kit also supports over-the-air model updates for gradual scaling to production nodes.