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Smart Compost Monitor using Edge AI — project thumbnail preview
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Smart Compost Monitor using Edge AI

This project builds a smart compost monitor that watches a compost pile the way an experienced composter would — pile tempera...

TinyML image classification on ESP32-S3 Transfer learning and quantization training notebook Pile temperature · moisture · methane · oxygen sensing
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Edge-AI People Counter on Jetson Nano — project thumbnail preview
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Edge-AI People Counter on Jetson Nano

This project counts people at the edge: a Jetson Nano runs a YOLOv8n person detector accelerated with TensorRT, tracks each p...

MQTT telemetry plus web dashboard NVIDIA Jetson Nano 4GB YOLOv8n with TensorRT FP16
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ThingsBoard IoT Dashboard using ESP32 — project thumbnail preview
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ThingsBoard IoT Dashboard using ESP32

This project connects an ESP32 sensor node to ThingsBoard Community Edition, the open-source IoT platform over MQTT: the ESP3...

DHT22 temperature-humidity sensor ESP32 DevKit with PubSubClient MQTT ThingsBoard Community Edition
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IoT ATM Security Monitor using Vibration Sensor — project thumbnail preview
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IoT ATM Security Monitor using Vibration Sensor

This project builds an IoT tamper monitor for ATMs: an SW-420 vibration sensor module mounted on the machine body detects dri...

ESP32 DevKit SW-420 vibration sensor module Reed switch door-tamper input
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IoT Beehive Monitor using ESP32 — project thumbnail preview
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IoT Beehive Monitor using ESP32

This project builds a non-invasive IoT monitor for beehives: an ESP32 node with a DHT22 sensor tracks in-hive temperature and...

0.96-inch OLED display ESP32 DevKit (Arduino-core firmware deep sleep)
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TinyML Cough Detection Wearable — project thumbnail preview
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TinyML Cough Detection Wearable

This project builds a wrist-worn cough counter that runs its machine-learning model entirely on the device. An ESP32-S3 with...

TensorFlow Lite Micro augmentation ESP32-S3 with Arduino/ESP-IDF firmware
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RFID-Guided Warehouse Robot using Arduino — project thumbnail preview
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RFID-Guided Warehouse Robot using Arduino

This project builds a small warehouse robot that finds its way by reading RFID tags placed on the floor. An Arduino Mega driv...

Arduino Mega 2560 RC522 RFID reader + passive floor tags L298N motor driver
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IoT Ocean Buoy for Wave Monitoring — project thumbnail preview
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IoT Ocean Buoy for Wave Monitoring

This project builds a low-cost ocean buoy that monitors wave activity and reports it over a wireless link. A sealed buoy carr...

GPS Module ESP32 with Arduino-core firmware 9-axis IMU
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ESP32-CAM PPE Detection for Construction Sites — project thumbnail preview
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ESP32-CAM PPE Detection for Construction Sites

This project builds an automated PPE-compliance monitor for construction sites. ESP32-CAM nodes capture site frames and strea...

Python OpenCV Hard Hat Workers-style annotated dataset
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