Edge Impulse Object Classifier with Camera
Edge Impulse Object Classifier Kit – Build an AI Camera with ESP32-S3
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Train a convolutional neural network on Edge Impulse, deploy it to an ESP32-S3, and build a camera that classifies objects in real-time and reports via MQTT — all without writing a single line of AI code. Perfect for CBSE AI track, engineering capstone projects, or building your own smart inventory system.
What You'll Build
A self-contained AI vision system. The OV2640 captures 96×96 grayscale images, the ESP32-S3 runs your trained model to identify items like fruits, tools, or components, and the 0.96-inch OLED displays the classification result while publishing it to any MQTT broker. Use it as a bin sorter, attendance marker, or object counter for your next hackathon.
What You'll Learn
- Collect and label image data for a machine learning dataset
- Train a convolutional neural network on Edge Impulse without writing code
- Deploy a TensorFlow Lite model to an ESP32-S3 microcontroller
- Integrate camera capture, inference, display, and MQTT messaging in one sketch
Kit Contents
| Component | Quantity |
|---|---|
| ESP32-S3 Dev Board | 1 |
| OV2640 Camera Module | 1 |
| 0.96in OLED | 1 |
| 5mm LED Assorted | 3 |
| 4.7kΩ Resistors | 5 |
| 100nF Capacitors | 10 |
| PCB Prototype Board | 1 |
| M-F Jumper Wires | 20 |
| Micro USB Cable | 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
Ideal for CBSE Class 11–12 students diving into the AI curriculum, B.Tech ECE/EEE majors working on major projects, and Smart India Hackathon teams prototyping IoT solutions. ATL Tinkering Labs will find a clear, guided path from label-clicking to live camera inference. If you are at IIT, NIT, VIT, BITS, or any engineering campus, this kit accelerates your prototype from weeks to an afternoon.
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?
Our AI companion walks you through every wire and line of code. If you still hit a snag, message us on WhatsApp — a real project engineer will jump in to help.
Do I need prior experience with Edge Impulse?
None. The companion includes a micro-course that introduces the platform, shows you how to collect data, and guides you through model training and export.
Can I modify the project to classify my own objects?
Yes — that's the core goal. Once you finish the base build, the companion teaches you how to swap datasets and retrain. The ESP32-S3 handles custom classes easily.
Does this kit include everything I need?
Absolutely. Even the soldering iron and solder are inside. You only add a laptop and a Wi‑Fi connection.
OV2640 captures 96x96 images. Edge Impulse CNN model on ESP32-S3 classifies objects and posts result to MQTT.
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.
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