Search Results for author: Ernest Mwebaze

Found 8 papers, 2 papers with code

Generating Synthetic Multispectral Satellite Imagery from Sentinel-2

no code implementations5 Dec 2020 Tharun Mohandoss, Aditya Kulkarni, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad

Multi-spectral satellite imagery provides valuable data at global scale for many environmental and socio-economic applications.

Data Augmentation

Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks

no code implementations5 Dec 2020 Aditya Kulkarni, Tharun Mohandoss, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad

The generalization property of CNN is poor for satellite imagery because the data can be very diverse in terms of landscape types, image resolutions, and scarcity of labels for different geographies and seasons.

Image-to-Image Translation Semantic Segmentation +1

Localization of Malaria Parasites and White Blood Cells in Thick Blood Smears

no code implementations3 Dec 2020 Rose Nakasi, Aminah Zawedde, Ernest Mwebaze, Jeremy Francis Tusubira, Gilbert Maiga

This study presents an end-to-end approach for localisation and count of malaria parasites and white blood cells (WBCs) which aid in the effective determination of parasitemia; the quantitative content of parasites in the blood.

Data Augmentation

Luganda Text-to-Speech Machine

1 code implementation11 May 2020 Irene Nandutu, Ernest Mwebaze

The system was built and trained using locally sourced Luganda language text and audio.

Proceedings of the ICLR Workshop on Computer Vision for Agriculture (CV4A) 2020

no code implementations23 Apr 2020 Yannis Kalantidis, Laura Sevilla-Lara, Ernest Mwebaze, Dina Machuve, Hamed Alemohammad, David Guerena

The workshop was held in conjunction with the International Conference on Learning Representations (ICLR) 2020.

iCassava 2019 Fine-Grained Visual Categorization Challenge

5 code implementations8 Aug 2019 Ernest Mwebaze, Timnit Gebru, Andrea Frome, Solomon Nsumba, Jeremy Tusubira

Viral diseases are major sources of poor yields for cassava, the 2nd largest provider of carbohydrates in Africa. At least 80% of small-holder farmer households in Sub-Saharan Africa grow cassava.

Fine-Grained Visual Categorization

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