A python script to apply VARI,GLI and VIGREEN vegetation indexes in a set of user defined images
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Updated
Nov 30, 2022 - Python
A python script to apply VARI,GLI and VIGREEN vegetation indexes in a set of user defined images
Python library for AI-driven agricultural zoning with ISO 42001 compliance.
DroneUI is a Python-based system that allows farmers to manually control a DJI Tello EDU drone, capture video of tomato crops, and automatically detect signs of leaf disease using a custom-trained YOLOv11 model. It features a user-friendly interface built with PyQt6 and generates detailed flight reports with visual and statistical summaries.
A backend server built using FastAPI
Austral Falcon Deep Learning repository
Django backend responsible for exposing authentication and data proxy APIs
I worked on a precision agriculture project in which we used various sensors to save agricultural data(temperature,humidity,soil moisture,pH). In this repository , I have included 2 databases which contain the realtime and modified values. The two python codes are for modifying the database and visualizing the results respectively.
This project aims to build a software that can download Sentinel-2 satellite images in batch for data analysis.
Software de processamento de laudos de análise de solo voltado para a cultura da soja a partir do manual de adubação e calagem para os estados do RS e SC de 2016
Aplicação construída em React + FastAPI que oferece serviços de agricultura de precisão para pequenos produtores que fazem uso de estações meteorológicas disponibilizadas na plataforma. Desenvolvido ao lado de https://github.com/DavCarvalho.
Computer Vision pipeline designed for precision agriculture applications, featuring automated dataset processing, advanced data augmentation, hyperparameter optimization, and edge-optimized model deployment for real-time crop and weed detection.
🔍 Generate realistic synthetic datasets for diverse business sectors using the leblanc Python library, perfect for training and analysis.
CropMap is a web-based image processing system designed to generate color-coded NDVI and OSAVI maps for precision agriculture.
OpenCV script to spot plants affected by Fusarium wilt.
Tensorflow+Downy Mildev+Precision Agriculture
Detection models and Python scripts for insect detection on yellow sticky traps.
BaleUAVision: High-resolution UAV dataset for automated hay bale detection and counting. Includes 2,599 annotated images, flight metadata, orthomosaics, segmentation formats (COCO, YOLO, CSV, masks) and YOLOv11 benchmark.
UPAO's Embedded Systems Course Project
PGIA7336 Course - Discrete Event System - Supervisory Control Theory with the Heptagon/BZR compiler.
The SCARECRO (Sensor Collection and Remote Environment Care Reasoning Operation) documentation and source code files for integrating a variety of off-the-shelf IoT sensors into a broader collection, storage, and visualization framework.
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