55 citations · 74 across the 11 of their papers we have counts for
6 papers · 1 filter
Generating Synthetic Multispectral Satellite Imagery from Sentinel-2
Tharun Mohandoss, Aditya Kulkarni, Daniel Northrup +2
Multi-spectral satellite imagery provides valuable data at global scale for many environmental and socio-economic applications. Building supervised machine learning models based on…
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks
Aditya Kulkarni, Tharun Mohandoss, Daniel Northrup +2
Semantic segmentation of satellite imagery is a common approach to identify patterns and detect changes around the planet. Most of the state-of-the-art semantic segmentation models…
Localization of Malaria Parasites and White Blood Cells in Thick Blood Smears
Rose Nakasi, Aminah Zawedde, Ernest Mwebaze +2
Effectively determining malaria parasitemia is a critical aspect in assisting clinicians to accurately determine the severity of the disease and provide quality treatment. Microsco…
Proceedings of the ICLR Workshop on Computer Vision for Agriculture (CV4A) 2020
Yannis Kalantidis, Laura Sevilla-Lara, Ernest Mwebaze +3
This is the proceedings of the Computer Vision for Agriculture (CV4A) Workshop that was held in conjunction with the International Conference on Learning Representations (ICLR) 202…
Luganda Text-to-Speech Machine
Irene Nandutu, Ernest Mwebaze
In Uganda, Luganda is the most spoken native language. It is used for communication in informal as well as formal business transactions. The development of technology startups glob…
Scoring Root Necrosis in Cassava Using Semantic Segmentation
Jeremy Francis Tusubira, Benjamin Akera, Solomon Nsumba +2
Cassava a major food crop in many parts of Africa, has majorly been affected by Cassava Brown Streak Disease (CBSD). The disease affects tuberous roots and presents symptoms that i…