ESP32-S3 TFLite Training Loss Chart Kit - Real-Time Curve Monitor
ESP32-S3 Deep Learning Training Loss Chart Kit: Visualize TFLite Training Live
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Transform an ESP32-S3 into a portable deep learning training monitor. This kit lets you run a TensorFlow Lite training loop on live MPU6050 motion data, with loss and accuracy curves updating in real time on a 2.4-inch TFT display-no laptop required. Perfect for understanding model convergence in embedded systems.
What You'll Build
A self-contained dashboard that collects six-axis accelerometer and gyroscope readings, trains a neural network directly on the microcontroller, and plots the evolving loss and accuracy metrics. The DS3231 real-time clock timestamps every training run, while the MicroSD card logs all sensor data and model metrics for later analysis.
What You'll Learn
- Implementing TensorFlow Lite for Microcontrollers training loops on ESP32-S3
- Preprocessing raw MPU6050 and DHT22 sensor data for model input
- Rendering dynamic loss/accuracy charts on an ILI9341 TFT display
- Logging training metadata and sensor logs to MicroSD with timestamps from DS3231 RTC
Kit Contents
| Component | Quantity |
|---|---|
| ESP32-S3 Dev Board | 1 |
| MPU6050 | 1 |
| DHT22 | 1 |
| 2.4in TFT ILI9341 | 1 |
| DS3231 RTC | 1 |
| MicroSD Module | 1 |
| 4.7k? Resistors | 5 |
| 100nF Caps | 5 |
| PCB Prototype Board | 2 |
| 5V 2A PSU | 1 |
| Enclosure Box | 1 |
| Soldering Iron | 1 |
| Solder Wire | 1 |
Why Buy This Kit Instead of Sourcing Parts Separately
| Factor | Sourcing Separately | Compoden Kit |
|---|---|---|
| Compatibility checks | You verify every part | Pre-tested as a system |
| Build support | Forums and scattered tutorials | AI companion trained on this exact project |
| Time to first working build | Days of debugging | Hours, with step-by-step guidance |
| Shipping coordination | Multiple sellers, multiple delays | One shipment from Bengaluru in 3-5 days |
Who This Kit Is For
Designed for advanced hobbyists and engineering students. Ideal for B.Tech ECE/EEE/CS final-year projects at IITs, NITs, VIT, BITS exploring TinyML; Smart India Hackathon teams prototyping on-device AI solutions; and ATL Tinkering Lab mentors demonstrating real-time machine learning concepts.
Built and Backed by Compoden
Every Compoden kit ships with an AI build companion trained on this exact project - accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.
What if I get stuck during the build?
Scan the QR code on the box to access the AI companion trained on this kit's exact project. It covers wiring, code walkthrough, and troubleshooting. You can also reach us via WhatsApp for human support.
Can I modify the neural network architecture?
Yes, the preloaded TensorFlow Lite Micro code is fully open-source. You can adjust layers, learning rate, and activation functions in the Arduino sketch to experiment with different model designs.
Does this kit work without an internet connection?
Absolutely. The entire training cycle runs locally on the ESP32-S3. No Wi-Fi or cloud connectivity is needed-just power
ESP32-S3 runs TFLite training loop on sensor data. Loss and accuracy curves plotted live on TFT display.
What's in this kit
Choose your assembly option:
- Soldering Kit - 25W soldering iron, 60/40 solder wire, flux, and small perfboard for permanent assembly.
- Breadboard Combo - 800-point full-size breadboard with 65-piece jumper wire pack for solderless prototyping.
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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 1-2 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