isaaccorley Goto Github PK
Name: Isaac Corley
Type: User
Company: UTSA
Bio: Ph.D. Candidate at UTSA studying Computer Vision for Remote Sensing, maintainer of TorchGeo and TorchSeg
Twitter: isaaccorley_
Location: TX
Blog: isaacc.dev
Name: Isaac Corley
Type: User
Company: UTSA
Bio: Ph.D. Candidate at UTSA studying Computer Vision for Remote Sensing, maintainer of TorchGeo and TorchSeg
Twitter: isaaccorley_
Location: TX
Blog: isaacc.dev
Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.
Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery"
The official repository for the ICIP 2022 paper "Supervising Remote Sensing Change Detection Models with 3D Surface Semantics"
PyTorch implementation of "ConvMLP: Hierarchical Convolutional MLPs for Vision" Li et al. (2021)
CS6463 Trust in AI Coursework
Implementation of Layer and Activations not currently available in the Matlab Deep Learning Toolbox
PyTorch implementation of "Photo Aesthetics Ranking Network with Attributes and Content Adaptation" by Kong et al. (ECCV 2016)
PyTorch implementation of "Deep Image Harmonization" by Tsai et al. (CVPR 2017)
PyTorch implementation of DeepMind's DetCon from "Efficient Visual Pretraining with Contrastive Detection" Henaff et al. (ICCV 2021)
A simple baseline for the 2022 IEEE GRSS Data Fusion Contest (DFC2022)
[ECML-PKDD 2024 MACLEAN] Estimating Earthquake Magnitude in Sentinel-1 Imagery via Ranking
Faiss Multilabel and Multiclass KNN Classifier Implementations
Flax is a neural network library for JAX that is designed for flexibility.
Keras Callback for Auralization of Gradient Norms
Hydro -- A Foundation Model for Water in Satellite Imagery
isaacc.dev
minimal library for image super-resolution implemented in jax
Open Source Differentiable Computer Vision Library
LandSlide4Sense 2022 Baseline
Tensorflow Implementation of BlurPool the Antialiasing Pooling operation from "Making Convolutional Networks Shift-Invariant Again"
PyTorch implementation of "MLP-Mixer: An all-MLP Architecture for Vision" Tolstikhin et al. (2021)
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
Computer Architecture Branch Prediction using Deep Neural Networks
Minimal PyTorch implementation of PointNet from "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" by Qi et al.
Graduate Computer Architecture Course Project - Cache Simulator
Open-source Library of Image Super-Resolution Models, Datasets, and Metrics for Benchmarking or Pretrained Use
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