Projects in Awesome Lists by isaaccorley

https://github.com/isaaccorley/torchrs

PyTorch implementation of popular datasets and models in remote sensing

Last synced: 28 Dec 2024

https://github.com/isaaccorley/pytorch-enhance

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

artificial-intelligence computer-vision deep-learning pytorch super-resolution

Last synced: 22 Oct 2024

https://github.com/isaaccorley/hydro-foundation-model

Hydro -- A Foundation Model for Water in Satellite Imagery

Last synced: 20 Dec 2024

https://github.com/isaaccorley/a-change-detection-reality-check

Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.

change-detection deep-learning remote-sensing

Last synced: 14 Oct 2024

https://github.com/isaaccorley/chesapeakersc

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

Last synced: 14 Oct 2024

https://github.com/isaaccorley/deep-aesthetics-pytorch

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

artificial-intelligence computer-vision deep-learning image-quality-assessment

Last synced: 14 Oct 2024

https://github.com/isaaccorley/mlp-mixer-pytorch

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

artificial-intelligence computer-vision deep-learning neural-networks

Last synced: 14 Oct 2024

https://github.com/isaaccorley/dfc2022-baseline

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

Last synced: 14 Oct 2024

https://github.com/isaaccorley/pytorch-modulation-recognition

PyTorch Implementation Modulation Recognition Networks on the RadioML2016 Dataset

artificial-intelligence modulation-recognition pytorch signal-processing

Last synced: 14 Oct 2024

https://github.com/isaaccorley/segmenter-pytorch

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

artificial-intelligence computer-vision deep-learning semantic-segmentation transformers vision-transformer

Last synced: 14 Oct 2024

https://github.com/isaaccorley/simsiam-pytorch

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

artificial-intelligence pytorch self-supervised-learning simsiam simsiam-pytorch

Last synced: 14 Oct 2024

https://github.com/isaaccorley/simpleview-pytorch

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

3d-vision artificial-intelligence deep-learning point-cloud-classification point-clouds pytorch

Last synced: 14 Oct 2024

https://github.com/isaaccorley/resize-is-all-you-need

The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"

Last synced: 14 Oct 2024

https://github.com/isaaccorley/detcon-pytorch

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

contrastive-learning deep-learning deepmind self-supervised-learning

Last synced: 14 Oct 2024

https://github.com/isaaccorley/jax-enhance

minimal library for image super-resolution implemented in jax

Last synced: 14 Oct 2024

https://github.com/isaaccorley/prithvi-pytorch

Last synced: 14 Oct 2024

https://github.com/isaaccorley/making-convolutional-networks-shift-invariant-again-tensorflow

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

antialiasing artificial-intelligence computer-vision keras tensorflow

Last synced: 14 Oct 2024

https://github.com/isaaccorley/landslide4sense

LandSlide4Sense 2022 Baseline

Last synced: 14 Oct 2024

https://github.com/isaaccorley/zrg-dataset

WACV 2024 "ZRG: A Dataset for Multimodal 3D Residential Rooftop Understanding"

Last synced: 29 Nov 2024

https://github.com/isaaccorley/deep-image-harmonization-pytorch

PyTorch implementation of "Deep Image Harmonization" by Tsai et al. (CVPR 2017)

Last synced: 14 Oct 2024

https://github.com/isaaccorley/contrastive-surface-image-pretraining

The official repository for the ICIP 2022 paper "Supervising Remote Sensing Change Detection Models with 3D Surface Semantics"

Last synced: 14 Oct 2024

https://github.com/isaaccorley/point-transformer-pytorch

Minimal PyTorch implementation of Point Transformer from "Point Transformer" by Zhao et al.

Last synced: 14 Oct 2024

https://github.com/isaaccorley/custom-matlab-neural-net-toolbox-layers

Implementation of Layer and Activations not currently available in the Matlab Deep Learning Toolbox

deep-learning deep-learning-toolbox matlab

Last synced: 14 Oct 2024

https://github.com/isaaccorley/convmlp-pytorch

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

Last synced: 29 Nov 2024

https://github.com/isaaccorley/isaaccorley

Last synced: 29 Nov 2024

https://github.com/isaaccorley/gradient-sonification-keras-callback

Keras Callback for Auralization of Gradient Norms

deep-learning keras keras-callback neural-networks sonification tensorflow

Last synced: 29 Nov 2024