hbinol

terratorch

a Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

rshf

Remote sensing pretrained models easy loading using huggingface -- PyTorch

rscir

Official PyTorch implementation and benchmark dataset for IGARSS 2024 ORAL paper: "Composed Image Retrieval for Remote Sensing"

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

UKFields

Smoothly-Blend-Image-Patches

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

Awesome-AI-Data-GitHub-Repos

A collection of the most important Github repos for ML, AI & Data science practitioners

llm.c

LLM training in simple, raw C/CUDA

IEEE_TPAMI_SpectralGPT

Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing foundation model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. DOI:10.1109/TPAMI.2024.3362475.

FAO_crop_boundary

Scalable workflow for crop boundary delineation using pre-trained deep learning model

RemoteCLIP

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

project-based-learning

Curated list of project-based tutorials

openai-python

The official Python library for the OpenAI API

Seg2Sat

Using StableDiffusion and ControlNet to generate synthetic aerial images

awesome-vision-language-models-for-earth-observation

A curated list of awesome vision and language resources for earth observation.

simpool

This repo contains the official implementation of ICCV 2023 paper "Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?"

giskard

🐢 Open-Source Evaluation & Testing for LLMs and ML models

segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

awesome-segment-anything

Tracking and collecting papers/projects/others related to Segment Anything.

GeoPatch

GeoPatch is a package for generating patches from remote sensing data

pytorch_forward_forward

Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

raster4ml

A geospatial raster processing library for machine learning

mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Transformers-Recipe

🧠 A study guide to learn about Transformers

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

Geospatial_Python_CourseV1

This is an collection of blog posts turned into a course format

Random-Forest-Land-Classification

Sentinel-1 and Sentinel-2 land classification over Finland using sklearn Random Forest and SNAP

Sentinel-Scripts

SoilGrids250m

Global spatial predictions of soil properties and classes at 250 m resolution

sentinel2-cloud-detector

Sentinel Hub Cloud Detector for Sentinel-2 images in Python