Hello WILDLABS Community!
I’d like to share an open-source, non-commercial concept that could be useful for conservation teams, rangers, or students working with wildlife monitoring in remote areas:
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## What is SwarmGuard?
SwarmGuard is a **modular, ultra-low-cost, solar-powered mesh of autonomous sensor nodes** designed to detect poaching threats like:
- Gunshots
- Predator roars
- Human speech or presence
Each node is small, quiet, and smart — like a tiny forest sentinel that wakes up when something dangerous happens.
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## Core Components (per node):
- **ESP32-CAM**: microcontroller + camera (or ESP32-WROOM for cheaper audio-only nodes)
- **MAX9814**: high-gain microphone with automatic level control
- **SX1278 LoRa module**: for long-range, low-power communication
- **TP4056**: battery charge controller
- **18650 Li-ion battery**
- **5V solar panel (~120–200 mA)**
- **Waterproof plastic enclosure (IP65)**
Total cost per node:
- With camera: ~$35–40 USD
- Without camera (basic audio relay): ~$20–25 USD
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## How it works:
- Node stays in **deep sleep** (uses <1 mA)
- **Wakes up on sound threshold**
- TinyML model classifies sound (gunshot, roar, voice, wind, etc.)
- If confirmed → takes a photo (optional), stores event, and sends **LoRa alert**
- Signal hops from node to node until it reaches:
- base station (with LoRa → WiFi bridge),
- relay drone,
- or GSM gateway
Nodes can also periodically transmit:
- Battery level
- Noise levels
- Presence history
- Coordinates (if GPS module added)
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## Smart Ideas:
- Combine **"cheap relay nodes"** (no camera) with **"photo nodes"** in strategic spots
- Drop cheap nodes from drones or throw into bushes — they form a mesh
- Central server can **analyze trends**, filter false positives, re-train models
- Whole network is **resilient** — if one node fails, others keep working
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## Use Cases:
- Forests with limited human access
- Wildlife corridors or buffer zones
- Parks with limited ranger staff
- Cross-border patrol zones
- Anti-poaching operations for rhinos, tigers, elephants, etc.
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## Pros:
- Very low cost — mass deployable
- Fully solar-powered, autonomous
- Smart sound detection (gunshot, roar, speech)
- Mesh networking via LoRa (no internet needed)
- Optional camera capture
- Open-source hardware + firmware
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## Limitations:
- LoRa range can vary (trees, hills affect it)
- Cheap plastic case may degrade without weatherproofing
- TinyML model needs fine-tuning for specific regions
- No GPS by default (can be added if needed)
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## ❤️ Why share this?
This is not a commercial product — just an open idea.
If someone out there can save animals, track threats, or scale this up — I’m happy to contribute, collaborate, or hand over everything.
If you want help with:
- PCB layouts
- Arduino/PlatformIO firmware
- Edge Impulse training setup
- Wiring diagrams
…I’ll be happy to assist.
Let’s build a quiet, invisible mesh that watches over the wild — and helps those who can’t ask for help themselves. 🐘🕊🌱
If you find this idea useful, interesting, or if you end up building anything based on SwarmGuard — I’d truly love to hear about it.
Please feel free to message me here, or email me at:
📩 alex21259alex@gmail.com
Let’s protect wildlife together.
– Aleksey (Russia)
17 June 2025 4:56pm
Hi Aleksey, thanks for sharing this! We'd love to see you add SwarmGuard to The Inventory, our wiki-style database of conservation tech products, R&D projects, and organizations. To learn about how to add SwarmGuard to The Inventory, read the user guide my colleague @JakeBurton created. Reach out to either one of us with questions!
Alex Rood
WILDLABS
World Wide Fund for Nature/ World Wildlife Fund (WWF)