agtech

ROS2 stack for the Sowbot open hardware reference platforms. We're working towards a precision-guided seeding/weeding robot.

AI-powered plant disease detection system using deep learning. Upload plant images to instantly identify 30+ diseases across Apple, Corn, Grape, Potato, Tomato & more crops. Built with FastAPI + React TypeScript. Ready for cloud deployment.

Open Weeding Delta - AI based weed removal robot

Satellite-based crop yield signal engine — daily Sentinel-2 NDVI/LSWI monitoring with ML-generated LONG/SHORT/NEUTRAL trading signals for corn, soy, wheat, and cotton.

Bootstrapper for DIY IoT projects with a focus on horticulture.

Evolução do rebanho bovino brasileiro com dados IBGE/INPE — deforestation, produtividade e intensificação

GNN early-warning system for dairy herd disease - GRU + GraphSAGE predicts mastitis, BRD, and lameness 48 hours ahead. Cornell Digital Ag Hackathon.

Precision agricultural intelligence for small and medium farms — drone imagery + ancestral knowledge, validated with sensor data. WhatsApp-first, Spanish. Mexico + Canada.

Satellite wildfire watchdog for family farms — free to run, and built to admit when it is blind. Python, zero dependencies.

Deep Learning (MobileNetV2 & PyTorch) powered Plant Leaf Disease Detection Web App with %99.28 Validation Accuracy and Active Learning loop. 🌿

A modular, plugin-based AI platform for Precision Farming. Integrates YOLOv8 Computer Vision, IoT sensor telemetry, and GPS-driven historical weather data to provide hyper-local crop diagnostics. Designed for Edge-AI deployment.

IIoT telematics simulator in Rust and Python: fleet of virtual tractors with J1939 style data, store-and-forward spooling, MQTT, and Kafka integration for agtech/Industry 4.0

High-resolution biophysical modeling engine that correlates Sentinel-2 NDVI with ERA5-Land soil moisture. Features spatial downscaling, pixel-level Pearson statistics, and automated PDF reporting for AgTech precision analytics.

Rastreamento em tempo real e geocerca para rebanho bovino. App mobile-first, FastAPI + PostGIS, autenticacao com Argon2id e rotacao de refresh token, simulador de rebanho embutido.

Open-core platform for instrumented, profile-driven crop cultivation — one architecture from an apartment cabinet to a commercial greenhouse.

Explainable crop-yield forecasting from multispectral trial imagery, built for the 2026 IoT4Ag Hackathon.

Librería modular de Agentes Inteligentes y Motores de Búsqueda (BFS, DFS, UCS, A*) orientada a ecosistemas de AgTech y automatización.

Free USDA NASS county crop yield JSON API for corn, soybeans, and wheat. Sharded over jsDelivr, refreshed weekly, no API key.

AI Digital Twin for Smart Farming - Flask & MySQL backend with AI crop disease detection, automated weather alerts, severe weather warnings, gov product mapping, solutions as per crops and multilingual SMS chatbot.