Python library for high-accuracy water segmentation in satellite and aerial imagery, combining deep learning with NDWI and vector data for robust detection across multiple sensors and resolutions.

Mask R-CNN

Smart IoT Safety System: ESP32 & ESP8266 gas & water leak detector using MQTT. Monitors sensors, sends alerts, and triggers alarms in real-time. Perfect for learning IoT, MQTT, and embedded systems.

An Arduino project to build a smart walking cane for the blind using ultrasonic sensors and haptic vibration generators

FastAI model for detecting water bodies in an image

Python

AgentSkill for checking if geographic coordinates are over water or land via the IsItWater API

A pipeline for creating and using a Random Forest Classifier to detect water bodies using ICESat-2 ATL03 data

Data from sensor (PIR, CO2, smoke/water detectors...) is displayed (text and chart), logged and sometimes sent to user (WhatsApp message, E-mail).

Global water body detection API — drop a coordinate, get back what water you're in and how far to the nearest.