FinnForest
Forest analysis suite
A collection of data and software tools for training machine learning models to analyze and understand forests
This paper introduces a forest dataset called FinnWoodlands, which consists of RGB stereo images, point clouds, and sparse depth maps, as well as ground truth manual annotations for semantic, instance, and panoptic segmentation
46 stars
3 watching
0 forks
last commit: over 3 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 rolnicklab/openforest | A catalogue of forest monitoring datasets for machine learning and research purposes. | 119 |
 hunter-stanke/rfia | A suite of tools to analyze and query the US Forest Inventory and Analysis (FIA) Database using R. | 47 |
 vukoz-oel/3d-forest | Software for analyzing and visualizing 3D Lidar data from forest environments. | 59 |
 azvoleff/gfcanalysis | Tools and analyses for working with Hansen et al.'s Global Forest Change dataset | 17 |
 cidree/forestdata | A package providing easy access to forestry and land use datasets. | 13 |
 ytarazona/forestoolboxrs | Tools and algorithms for processing satellite images to detect deforestation and monitor forest health. | 54 |
 nimrodpar/labeled-elfs | Provides labeled ELF binaries for research and testing purposes. | 87 |
 metoffice/forest | A tool for visualizing forecast model output and observation data in a web portal. | 43 |
 chguiterman/dfoliatr | An R package for analyzing tree-ring data to identify insect defoliators and disturbances in forests | 7 |
 mratsim/amazon-forest-computer-vision | A repository providing tools and techniques for training computer vision models on satellite images of the Amazon forest. | 369 |
 molina-valero/fortls | A package for automating the processing of point cloud data from terrestrial laser scanning or mobile laser scanning in forestry applications. | 21 |
 bi0m3trics/spanner | Utilities for landscape-, forest-, and tree-related data collection, manipulation, analysis, modelling, and visualization | 24 |
 ryanbressler/cloudforest | A high-performance ensemble learning framework for decision trees in Go. | 740 |
 philwilkes/forestlas | Tools and methods for analyzing airborne LiDAR data to quantify forest vertical structure | 20 |
 jsoendermann/mongostyleguide | An opinionated guide to data modeling with MongoDB. | 89 |