Isaac Corley

torchrs. PyTorch implementation of popular datasets and models in remote sensing

torchseg. Segmentation models with pretrained backbones. PyTorch.

pytorch-enhance. Open-source Library of Image Super-Resolution Models, Datasets, and Metrics for Benchmarking or Pretrained Use

terrabit. TypeScript

ChesapeakeRSC. Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery"

geospatial-skills. HTML

hydro-foundation-model. Hydro -- A Foundation Model for Water in Satellite Imagery

a-change-detection-reality-check. Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.

pytorch-modulation-recognition. PyTorch Implementation Modulation Recognition Networks on the RadioML2016 Dataset

deep-aesthetics-pytorch. PyTorch implementation of "Photo Aesthetics Ranking Network with Attributes and Content Adaptation" by Kong et al. (ECCV 2016)

dfc2022-baseline. A simple baseline for the 2022 IEEE GRSS Data Fusion Contest (DFC2022)

mlp-mixer-pytorch. PyTorch implementation of "MLP-Mixer: An all-MLP Architecture for Vision" Tolstikhin et al. (2021)

prithvi-pytorch. Jupyter Notebook

landsatbench. Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models

resize-is-all-you-need. The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"

segmenter-pytorch. PyTorch implementation of "Segmenter: Transformer for Semantic Segmentation" Strudel et al. (2021)

simsiam-pytorch. PyTorch Implementation of SimSiam from "Exploring Simple Siamese Representation Learning" by Chen et al.

contourrs. Fast raster polygonization with Arrow export — pure Rust, zero GDAL

detcon-pytorch. PyTorch implementation of DeepMind's DetCon from "Efficient Visual Pretraining with Contrastive Detection" Henaff et al. (ICCV 2021)

simpleview-pytorch. PyTorch implementation of SimpleView from "Revisiting Point Cloud Classification with a Simple and Effective Baseline", Goyal et al. (2020)

temporal-mosaiks. Embed2Scale Challenge 4th Place Solution (Training Free!)

jax-enhance. minimal library for image super-resolution implemented in jax

landslide4sense. LandSlide4Sense 2022 Baseline

zrg-dataset. WACV 2024 "ZRG: A Dataset for Multimodal 3D Residential Rooftop Understanding"

Making-Convolutional-Networks-Shift-Invariant-Again-Tensorflow. Tensorflow Implementation of BlurPool the Antialiasing Pooling operation from "Making Convolutional Networks Shift-Invariant Again"

goldeneye. GoldenEye is a library of geospatial vision-language models -- run any geospatial VLM in three lines of code

geopool. Python

contrastive-surface-image-pretraining. The official repository for the ICIP 2022 paper "Supervising Remote Sensing Change Detection Models with 3D Surface Semantics"

faissknn. Faiss Multilabel and Multiclass KNN Classifier Implementations

deep-image-harmonization-pytorch. PyTorch implementation of "Deep Image Harmonization" by Tsai et al. (CVPR 2017)

research-repo-template. TeX

matlab-nn-toolbox-layers. Implementation of Layer and Activations not currently available in the Matlab Deep Learning Toolbox

Gradient-Sonification-Keras-Callback. Keras Callback for Auralization of Gradient Norms

convmlp-pytorch. PyTorch implementation of "ConvMLP: Hierarchical Convolutional MLPs for Vision" Li et al. (2021)

planetary-computer-mcp. A MCP Server for querying and downloading satellite imagery from the Planetary Computer STAC API

torchgeo. TorchGeo: datasets, transforms, and models for geospatial data

torchgeo-experimental. Some TorchGeo Experimental Ideas and Training/Inference Code

QUIPSTER-Automatic-Cipher-Solver. Implementation of the QUIPSTER Substitution Cipher Solving Algorithm from "Solving Substitution Ciphers" - Hasinoff (2003)

image-matching-models. Code to easily try 30 (and growing) different image matching methods

earthquake-monitoring-by-ranking. [ECML-PKDD 2024 MACLEAN] Estimating Earthquake Magnitude in Sentinel-1 Imagery via Ranking

Neural-Branch-Prediction. Computer Architecture Branch Prediction using Deep Neural Networks

Privacy-Encoder. Python

StockSellRulesChecker. Jupyter Notebook

Python-Cache-Simulator. Graduate Computer Architecture Course Project - Cache Simulator

Adaptive-Filters. Python