Livestock Behaviour Classifier Kit with ESP32 + LoRa
Livestock Behaviour Classifier Kit with ESP32-S3 and LoRa — Build an Animal Activity Collar
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Imagine a lightweight collar tag that automatically tells you when your cattle are grazing, walking, resting, or running — without you having to watch them all day. This kit lets you build exactly that: an ESP32-S3 based wearable that uses an ADXL345 accelerometer to capture motion, runs a tiny machine learning classifier to label behaviours in real time, and transmits event counts via LoRa to a gateway up to 5 km away. Perfect for dairy farmers, animal researchers, and agri-tech students in India looking to automate herd monitoring in areas without mobile networks.
What You'll Build
You’ll assemble a collar-mounted device powered by a rechargeable LiPo battery that continuously logs classified behaviour events (grazing, walking, resting, running) to a microSD card with precise timestamps from a DS3231 RTC. Simultaneously, it sends periodic activity summaries over LoRa to a gateway computer, enabling remote herd analytics. The system is ideal for detecting lameness, heat stress, or estrus through changed activity patterns, improving animal welfare and farm productivity.
What You'll Learn
- Feature extraction from ADXL345 accelerometer data to capture signature motion patterns for livestock.
- Training and deploying a behaviour classifier on the ESP32-S3 using Edge Impulse’s TinyML framework, optimizing for low-power collar use.
- Configuring LoRa SX1278 communication parameters (spreading factor, bandwidth, coding rate) for reliable kilometre-range data transmission in rural Indian fields.
- Integrating DS3231 RTC, MicroSD logging, LiPo power management with TP4056, and soldering PCB prototype boards into a rugged, field-ready prototype.
Kit Contents
| Component | Quantity |
|---|---|
| ESP32-S3 Dev Board | x1 |
| ADXL345 Accel | x1 |
| RA-02 LoRa SX1278 | x1 |
| 433MHz Antenna | x1 |
| DS3231 RTC | x1 |
| MicroSD Module | x1 |
| 3.7V LiPo 1000mAh | x1 |
| TP4056 Module | x1 |
| 100nF Caps | x10 |
| PCB Prototype Board | x2 |
| Soldering Iron | x1 |
| Solder Wire | x1 |
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 CBSE Class 11–12 students integrating agriculture and technology, B.Tech ECE/EEE final‑year learners building IoT‑based livestock projects, and Smart India Hackathon teams tackling animal husbandry challenges. It’s equally valuable for ATL Tinkering Labs exploring remote sensing, and research scholars at vet colleges or ICAR institutes who need a deployable behaviour logger without starting from scratch.
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?
Simply scan the QR code on the box to access your AI build companion trained on this exact kit; it offers step‑by‑step guidance, debugging tips, and code validation. If you need human assistance, reach out via WhatsApp and our support engineers will reply within a working day.
Can this kit be used to monitor animals in village areas with no mobile network?
Absolutely. The LoRa RA‑02 module operates on the 433 MHz ISM band, achieving up to 5 km range in open fields without any cellular or Wi‑Fi dependency. Ideal for remote dairy farms.
Is the behaviour classification AI model already trained, or do I need to train it myself?
The kit includes a pre‑trained classifier model for basic gait patterns, but our AI companion guides you through custom data collection and retraining with Edge Impulse to adapt to your specific animal size and collar placement.
How long does the battery last on the collar once built?
With the 1000mAh LiPo and ESP32‑S3 deep sleep, the tag can run 3–5 days between charges, depending on sampling frequency and LoRa transmission interval. The TP4056 makes recharging via USB straightforward.
ADXL345 collar tag classifies grazing, walking, resting, running. LoRa transmits event counts to gateway.
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