Jakub Charyton's repositories
exactextract_qgis
QGIS plugin to calculate zonal statistics using exactextract library
artemis_treescaling
Individual-tree attribute scaling from airborne laser scanning point clouds
raster_organiser
QGIS plugin to organize rasters
detectree2
Python package for automatic tree crown delineation based on Mask R-CNN
DPCR-AGB
This is the repository for the 'Remote Sensing of Environment' article: Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR
efficient-geopandas-workshop
Workshop materials for the Writing an efficient code for GeoPandas and Shapely in 2023
exactextract
Fast and accurate raster zonal statistics
GeoPythonWorkshop2023_SSL
This repository contains the codes for the GeoPython Workshop held in Basel, Switzerland on March 2023.
hyperview_eagleeyes
Soil parameter estimation from hyperspectral satellite images
mapAI-regularization
Building boundary regularization on the MapAI dataset
MiniGPT-4
MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models
myria3d
Semantic segmentation deep learning for aerial, high density Lidar point clouds.
NASA-CMR-STAC
A list of geospatial datasets on NASA's Common Metadata Repository (CMR)
PolyGoneNMS
Distributed Polygon Non-Maximum Suppression Python Library
ResUNetPlusPlus-with-CRF-and-TTA
ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
rpostgis
rpostgis: R Interface to a 'PostGIS' Database
TreeCrownDelineation
Individual tree crown delineation in optical remote sensing images
Treepedia_Public
Treepedia package for public use
ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
zero_to_gpt
Go from no deep learning knowledge to implementing GPT.