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All projects (60)
Autonomous edge AI camera tracks wildlife, detects human-wildlife conflicts, and alerts rangers in real-time to protect endangered species.
A bird detection system to monitor the activity of birds in a geodesic dome using w5300 ethernet module and stm32F4 Discovery
TinyML Forest Ranger detects illegal logging using TinyML and LoRa on the Helium Network, enabling real-time alerts for forest protection.
An AI-powered gunshot detection system can significantly help combat wildlife poaching by providing real-time alerts, deterring poachers, an
Real-time bird monitoring and species classification using smart audio sensors and AI at the edge — for research and conservation.
It's not just data collection, we need the numbers to make sense to our everyday lives. Design ducks not boxes. Make sensors make sense!
BioScope is an AI drone that monitors forest coverage and detects illegal deforestation in real time.
affordable low cost connected spectrophotometer in terms of cost, with adequate sensitivity for general public use for water analyses.
Cold water swimming is good for you they say… They also say our rivers are polluted and dangerous, wouldn’t it be great to know at a glance?
AI-powered Avalanche Prediction Beacon using vibration & weather sensors for real-time risk alerts in remote mountain areas.
Acoustic Guardian uses Edge AI + BLE to detect logging/poaching sounds and alert rangers instantly, protecting forests in real time.
Protect bird feeders and gardens using real-time, on-device AI to detect and gently deter pests.
An average Room AQI Monitor with a Classic Twist
This device is built on Zephyr RTOS and runs a Ultra-Low-Power(ULP) acoustic monitoring system created with Edge Impulse.
A smart guardian that senses fire early and fights back before it's too late.
A rooftop tomato plant monitoring system powered by SenseCap K1100 kit is presented in this project.
Drone-Based Air Quality Signage Map is a system that uses drones equipped with air quality sensors to collect real-time environmental data.
Smart sensor network to monitor water quality, wildlife and provide insights towards cleanup and improvement
A web app that uses machine learning to help nature parks visitors identify the birds they hear.
TimberGuard is a smart IoT system for real-time detection of illegal logging using sound recognition
Detecting wildfires before they spread - using AI and IoT to protect forests, lives, and communities.
BoarMap detects boar sounds and alerts users, helping farmers protect their land and stay notified in real time.
A sound-based system to detect and report unauthorized vehicle access in protected natural environments.
Bark Beetle Sentry detects bark beetles early using smart sensors to protect forests from infestation.