Search Results for author: Anthony Perez

Found 3 papers, 1 papers with code

Superpixels algorithms through network community detection

1 code implementation27 Aug 2023 Anthony Perez

We follow this line of research by studying the efficiency of superpixels computed by state-of-the-art community detection algorithms on a 4-connected pixel graph, so-called pixel-grid.

Community Detection Image Segmentation +2

Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty

no code implementations13 Feb 2019 Anthony Perez, Swetava Ganguli, Stefano Ermon, George Azzari, Marshall Burke, David Lobell

Obtaining reliable data describing local poverty metrics at a granularity that is informative to policy-makers requires expensive and logistically difficult surveys, particularly in the developing world.

Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning

no code implementations10 Nov 2017 Anthony Perez, Christopher Yeh, George Azzari, Marshall Burke, David Lobell, Stefano Ermon

Obtaining detailed and reliable data about local economic livelihoods in developing countries is expensive, and data are consequently scarce.

BIG-bench Machine Learning

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