dbkim-geo's Stars
CompVis/stable-diffusion
A latent text-to-image diffusion model
WongKinYiu/yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
microsoft/sql-server-samples
Azure Data SQL Samples - Official Microsoft GitHub Repository containing code samples for SQL Server, Azure SQL, Azure Synapse, and Azure SQL Edge
dreamquark-ai/tabnet
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
idreesshaikh/Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
KGPML/Hyperspectral
Deep Learning for Land-cover Classification in Hyperspectral Images.
geosolutions-it/geoserver-manager
Java client library for GeoServer
yannforget/landsatxplore
Search and download Landsat scenes from EarthExplorer.
mehra-deepak/Plant-Disease-Detection
Plant Disease Detection is one of the mind-boggling issues when we talk about using Technology in Agriculture. Although researches have been done to detect whether a plant is healthy or diseased using Deep Learning and with the help of Neural Network, new techniques are still being discovered. For Fewer Data Classical Machine Learning Models are said to outstand given the data is pre-processed well. On the same theory here is my approach for Detecting whether a plant leaf is healthy or unhealthy by utilizing the classical Machine Learning Models, Pre-processing the Image Data. The data was fed to 7 Machine Learning Models with 10 fold cross-validation out of which Random Forest Classifier outperformed all the other models giving an accuracy of 97% on the test set.
abmgis/abmgis
Accompanying resources for the book 'Agent-Based Modelling and Geographical Information Systems: A Practical Primer'.
arpit0891/Plant-Disease-Detection-Web-application
AI web application that detects diseases in plants using FastAi /resnet34 and other deep learning models.
mangosystem/opengxt
Spatial analysis tools for Geotools, Geoserver WPS, uDig Statistics Toolbox
abdullahselek/plant-disease-classification-tf
Disease classification on different plants with using Machine Learning and Convolutional Neural Networks.
jericks/geoserver-shell
Manage GeoServer using a CLI similar to Spring Roo
PratyushTripathy/Landsat-Classification-Using-Convolution-Neural-Network
Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://towardsdatascience.com/is-cnn-equally-shiny-on-mid-resolution-satellite-data-9e24e68f0c08
kairess/human-like-summarization-translation
Human-like summarization and translation papers and articles using OpenAPI
unvt/portable
UNVT Portable
DonghyunAhn/development-measure
The official implementation of 'A human-machine collaborative approach measures economic development using satellite imagery'.
pitmonticone/PlantDiseaseClassification
Dataset Analysis & CNN Models Optimization for Plant Disease Classification.
mayurvkorde/Flask-Application-On-IIS
xialang2012/PWD
deep learning method for monitoring pine wilt disease
dbkim-geo/Landsat-Classification-Using-Convolution-Neural-Network
Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://towardsdatascience.com/is-cnn-equally-shiny-on-mid-resolution-satellite-data-9e24e68f0c08
deeshumakholiya/Land-Cover-Semantic-Segmentation
TIFF File, GDAL, Cloud Masking, Threshold, DBSCAN