blutjens / awesome-forestsLinks
π³ A curated list of ground-truth forest datasets for the machine learning and forestry community.
β331Updated 3 weeks ago
Alternatives and similar repositories for awesome-forests
Users that are interested in awesome-forests are comparing it to the libraries listed below
Sorting:
- Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNNβ204Updated 2 months ago
- This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to esβ¦β164Updated last year
- A catalogue of open access forest datasetsβ190Updated 9 months ago
- This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolutionβ¦β293Updated 4 months ago
- Image segmentations of trees outside forestβ168Updated 7 months ago
- This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.β364Updated last month
- Deep learning system; Docker image access; Pypi package; GEE access; image segmentation; density estimation; dataset open; pre-trained moβ¦β103Updated 5 months ago
- Open source remote sensing dataset with benchmarksβ201Updated last year
- Code repository for the paper Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networβ¦β102Updated 3 years ago
- Individual tree crown delineation in optical remote sensing imagesβ104Updated last year
- Software for working with satellite & aerial imagery ML datasetsβ139Updated last month
- Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imageryβ144Updated 3 years ago
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellitβ¦β295Updated 2 months ago
- Awesome Spectral Indices in Python.β222Updated 3 weeks ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseriesβ239Updated last month
- β188Updated 2 years ago
- The official repository for the EuroCrops dataset.β194Updated last month
- Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.β355Updated last year
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.β280Updated 10 months ago
- A tutorial explaining how to run a unet segmentation in PyTorch using Geotiffs as inputβ46Updated 7 months ago
- β12Updated 9 months ago
- A Python package for Remote Sensing Data Analysisβ126Updated 10 months ago
- A Python package for Remote Sensing Data Analysisβ204Updated 10 months ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.β171Updated last year
- π΄ A dataset for estimating tropical forest biomass based on drone and field dataβ79Updated 2 years ago
- β171Updated last year
- This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".β92Updated 2 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.β160Updated 2 years ago
- On-Demand Earth System Data Cubes (ESDCs) in Pythonβ194Updated 3 months ago
- β58Updated 3 months ago