Discover @ajsanjoaquin Open Source projects

Ayrton San Joaquin (@ajsanjoaquin)

ajsanjoaquin

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Registered about 6 years ago
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Location 🇸🇬 Singapore
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COVID-19-Scanner

This model is meant to help triage patients (prioritize certain patients for testing, quarantine, and medical attention) that require diagnosis for COVID-19. This model is not meant to diagnose COVID-19.

Shapley_Valuation

PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]

mPerturb

Implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation (Fong, et. al., 2018)

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Pneumothorax

Image classifier to detect Pneumothorax (collapsed lung) on x-ray scans. It is trained on a Resnet 50 CNN model.

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deepfake_detection

twitter-bias-challenge

This is a repo for analyzing Twitter's Image Crop Analysis paper (Yee, Tantipongpipat, and Mishra, 2021) for the 2021 Twitter Algorithmic Bias Challenge.

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