sponsors

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isaaccorley

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Ph.D. in EE from UTSA. Interested in Multimodal Learning and Computer Vision particularly for Remote Sensing. Maintainer of TorchGeo.

Funding Links: https://github.com/sponsors/isaaccorley

GitHub Sponsors Profile

Currently hyperfocused on deep learning applications to remote sensing and open-sourcing all results/models for all to freely use.
Training/testing/benchmarking large models on large datasets requires significant amount of compute & storage which the majority (if not all) of my sponsorship will go towards. In return I will be open-sourcing all pretrained models.
If you benefit in any way from the models and code I develop, please consider sponsoring.

Featured Works

microsoft/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Language: Python - Stars: 2789
isaaccorley/torchrs

PyTorch implementation of popular datasets and models in remote sensing

Language: Python - Stars: 364
isaaccorley/pytorch-enhance

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

Language: Python - Stars: 80
kornia/kornia

Geometric Computer Vision Library for Spatial AI

Language: Python - Stars: 10009
isaaccorley/jax-enhance

minimal library for image super-resolution implemented in jax

Language: Python - Stars: 11
isaaccorley/mlp-mixer-pytorch

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

Language: Python - Stars: 30

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