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.

FastAI model for detecting water bodies in an image

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

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

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

Python

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