[IROS24] Offical Code for "FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework" - Inegrated into Nerfstudio

Official Repository for CWD30 Dataset

This GitHub repo contains the code for a precision agriculture app built with Python-Django, and Typescript-Angular. The whole web app is designed to help farmers manage their dairy and poultry farms by making data-driven decisions for their business. In this repo, you'll find the code for the dairy and poultry franchises

A Lightweight Deep Learning Model for Automated Pest Detection on Mobile

Deep Learning-based Early Weed Segmentation using Motion Blurred UAV Images of Sorghum Fields

Bovine Heat Detection and Analysis Tool (BovHEAT) - Automated heat detection and analysis tool for "SCR Heatime" cow activity monitoring data.

This project aims to build a software that can download Sentinel-2 satellite images in batch for data analysis.

Official TensorFlow code for the paper "Waypoint Generation in Row-based Crops with Deep Learning and Contrastive Clustering" presented at ECML PKDD 2022.

Lane Detection using DBSCAN + IPM + A Bit of Temporal Smoothing

A python script to apply VARI,GLI and VIGREEN vegetation indexes in a set of user defined images

OpenCV script to spot plants affected by Fusarium wilt.

Precision Agriculture Toolkit

Improved weed segmentation in UAV imagery of sorghum fields with a combined deblurring segmentation model

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.

A WebApp using Geemap and Google Earth Engine

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.

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.

Austral Falcon Deep Learning repository

A backend server built using FastAPI