weecology / DeepForest
Python Package for Airborne RGB machine learning
☆598Updated this week
Alternatives and similar repositories for DeepForest:
Users that are interested in DeepForest are comparing it to the libraries listed below
- Tree detection from aerial imagery in Python☆253Updated last week
- 🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.☆313Updated 2 months ago
- Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN☆188Updated this week
- A collection of tools to work with Google Earth Engine Python API☆540Updated this week
- This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.☆350Updated last year
- A ready-to-use curated list of Spectral Indices for Remote Sensing applications.☆954Updated 4 months ago
- Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery☆139Updated 3 years ago
- Community Datasets added by users and made available for use at large☆881Updated this week
- A series of Jupyter notebook to learn Google Earth Engine with Python☆283Updated 9 months ago
- PyCrown - Fast raster-based individual tree segmentation for LiDAR data☆192Updated 4 years ago
- A curated list of resources focused on Machine Learning in Geospatial Data Science.☆650Updated 6 years ago
- A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery☆1,262Updated 6 months ago
- GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale☆499Updated last year
- Image segmentations of trees outside forest☆164Updated 3 months ago
- AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.☆200Updated last month
- A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.☆304Updated last week
- Earth observation processing framework for machine learning in Python☆1,165Updated last month
- This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution…☆265Updated last week
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆279Updated 6 months ago
- scripts and snippets for Google Earth Engine☆257Updated 6 years ago
- ☆183Updated last year
- Water Detect Algorithm☆206Updated 7 months ago
- Deep learning system; Docker image access; Pypi package; GEE access; image segmentation; density estimation; dataset open; pre-trained mo…☆93Updated last month
- Awesome Spectral Indices in Python.☆205Updated 4 months ago
- A set of tools to use in Google Earth Engine Code Editor (JavaScript)☆311Updated last year
- A python package that extends Google Earth Engine.☆424Updated 3 months ago
- A curated list of Google Earth Engine resources☆1,048Updated 11 months ago
- Open source remote sensing dataset with benchmarks☆186Updated 11 months ago
- Tutorial of fundamental remote sensing and GIS methodologies using open source software in python☆327Updated 2 years ago
- Sentinel Hub Cloud Detector for Sentinel-2 images in Python☆452Updated 6 months ago