weecology / DeepForest
Python Package for Airborne RGB machine learning
☆613Updated this week
Alternatives and similar repositories for DeepForest
Users that are interested in DeepForest are comparing it to the libraries listed below
Sorting:
- Tree detection from aerial imagery in Python☆255Updated this week
- Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery☆139Updated 3 years ago
- Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN☆190Updated 3 weeks ago
- PyCrown - Fast raster-based individual tree segmentation for LiDAR data☆192Updated 4 years ago
- Sentinel Hub Cloud Detector for Sentinel-2 images in Python☆453Updated 7 months ago
- GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale☆501Updated last year
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆280Updated 7 months ago
- 🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.☆315Updated 3 months ago
- Earth observation processing framework for machine learning in Python☆1,170Updated 2 months ago
- A ready-to-use curated list of Spectral Indices for Remote Sensing applications.☆960Updated 4 months ago
- This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.☆352Updated last year
- A collection of tools to work with Google Earth Engine Python API☆540Updated this week
- CosmiQ Works Geospatial Machine Learning Analysis Toolkit☆424Updated 2 years ago
- A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.☆310Updated this week
- A python package that extends Google Earth Engine.☆424Updated 3 months ago
- Code repository for the paper Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networ…☆100Updated 3 years ago
- Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.☆251Updated 3 years ago
- Earth observation tools for Meta AI Segment Anything☆420Updated 3 months ago
- This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution…☆270Updated last month
- EuroSAT: Land Use and Land Cover Classification with Sentinel-2☆450Updated 2 years ago
- Deep learning system; Docker image access; Pypi package; GEE access; image segmentation; density estimation; dataset open; pre-trained mo…☆94Updated 2 months ago
- 🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.☆397Updated 4 years ago
- A curated list of resources focused on Machine Learning in Geospatial Data Science.