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An interactive HTML pretty-printer for machine learning research in IPython notebooks.
Exploring different ways for Google Authentication in Streamlit
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…
A Change Detection Repo Standing on the Shoulders of Giants
Taper models for spruce, pine and birch in Norway
Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
Restor's ML pipeline for tree crown mapping in aerial images
Canopy Height Estimation at very High Resolution
🌲 🌳 🌴 A catalogue of open access forest datasets
This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellite videos, for various computer vision and deep learning task…
Google Earth Engine Feature Collections via Dask Dataframes
Transform datasets at scale. Optimize datasets for fast AI model training.
🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium
a collection of small and standalone utilities for image processing, written in C
Serve, optimize and scale PyTorch models in production
Automatic tree species classification from remote sensing data
Tree detection from aerial imagery in Python
This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to estimate canopy top height anywhere on Earth. The model estima…
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
A survey of use cases and current data schemas for vector embeddings in geoparquet