ESP32 Neuromorphic Vision Kit - Event Camera Object Detection with Spiking Neural Network
ESP32 Neuromorphic Vision Kit - Event Camera Object Detection with Spiking Neural Network
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
You'll construct a self-contained vision system that moves beyond conventional frame-based imaging. Instead, the sensor emulates a dynamic vision sensor, outputting only the pixels that change brightness - a continuous stream of events, or spikes. The ESP32-S3 runs a spiking neural network that reads this data in real time, learns temporal patterns, and classifies objects without ever seeing a full image. It's a radical departure from traditional vision pipelines, and this kit puts the entire stack in your hands.
What You'll Build
A compact module that sees like a retina, reacting only to motion and edges. The camera feeds event spikes to the ESP32-S3, which processes them through an SNN and paints detected object labels directly on the 2.4-inch TFT. The RTC timestamps every event, the MicroSD stores logs, and the buck converter supplies clean power - all housed inside the ABS enclosure as a portable, battery-ready demonstration unit.
What You'll Learn
- Implement event-driven I/O and spike buffers on a dual-core microcontroller
- Deploy and tune a spiking neural network on an ESP32-S3 for real-time inference
- Coordinate multiple SPI peripherals - camera, TFT, RTC, and SD card - without conflicts
- Design a stable power distribution and prototype the system on custom PCB boards
Kit Contents
| Component | Quantity |
|---|---|
| ESP32-S3 Dev Board | 1 |
| OV2640 Camera Module | 1 |
| 2.4in TFT ILI9341 | 1 |
| DS3231 RTC | 1 |
| MicroSD Module | 1 |
| LM2596 Buck Converter | 1 |
| 100nF Caps | 10 |
| PCB Prototype Board | 3 |
| ABS Enclosure Box | 1 |
| 5V 3A PSU | 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 M.Tech researchers in neuromorphic engineering at IITs and NITs, final-year B.Tech students in ECE or CSE exploring edge AI, and startup teams prototyping low-power sensor nodes. It is equally suited for Smart India Hackathon hardware tracks and advanced project work at VIT, BITS Pilani, or other institutions pushing the boundaries of event-based processing.
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?
The AI companion walks you through the entire process; for extra guidance, reach our engineers on WhatsApp - they've built this very kit.
Do I need prior experience with neural networks?
This advanced kit assumes you're comfortable with embedded C/C++ and have basic familiarity with neural network concepts. We provide a pre-trained SNN model and exhaustive code commentary to accelerate your learning.
Can I modify the spiking neural network architecture?
Yes, the ESP32-S3 firmware is fully open. You can alter layer parameters, change the spike encoding scheme, and retrain the model using our companion tools to experiment with different detection behaviours.
How is the event camera different from a regular camera?
A regular camera captures whole frames at fixed intervals. This setup emulates an event camera, reporting only per-pixel brightness changes as a spike stream. The kit processes those spikes directly, cutting data volume and latency drastically while mimicking biological vision.
DVS event camera data processed by ESP32-S3 spiking neural network. Object detected from event stream only.
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