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HOT and iLab Liberia Exploring the Potential of Machine Learning to Augment Human Mappers in Monrovia

Jess Beutler

11 June, 2020

Liberia

HOT worked with iLab Liberia in Monrovia to test the potential of machine learning algorithms to automate repetitive mapping tasks and highlight areas in need of updating to maximize the impact of human mappers.

How we measure the effects of AI-assisted mapping

Over the past two years, HOT has taken a leadership role in exploring and facilitating the application of the latest advances in artificial intelligence.

Bo Percival, Felix Delattre, Melanie Eckle - 1 June, 2020

Global

HOT Indonesia’s COVID-19 online training platform

On-site training is a regular activity for HOT Indonesia with staff traveling across the nation to conduct training sessions

Adhitya Dido - 26 May, 2020

Indonesia

Shifting to virtual: adapting HOT’s global work for COVID-19

Although COVID-19 brings a number of obvious challenges to daily life for people across the world, the crisis has demonstrated the widespread desire to help by mapping to support COVID-19 responders worldwide.

Sam Colchester, Bry Damasco, Tri Selasa Pagianti - 30 April, 2020

Philippines, Indonesia, Global

Mapping Energy Saving Solutions in One of the Largest Refugee Settlements in Africa

In February 2020, HOT with support from the Response Innovation Lab in Uganda, carried out an extensive mapping exercise of all energy-saving solutions retail shops in Bidibidi settlement to better understand the existing market and inform the improvement of access to quality energy-saving products amongst the refugee population.

Sara Amadi, Shamilah Ssekandi Nassozi - 28 April, 2020

Uganda

Mapping in the Times of COVID-19 and How You Can Help

As the world takes action against the COVID-19 outbreak, here is how you can help.

Gihan Hassanein - 24 March, 2020

Global,

Understanding Hazards, Exposure, and Vulnerability in northwestern Uganda

In collaboration with United Nations’ Development Program (UNDP) and the Ugandan Office of the Prime Minister, HOT developed the first-ever spatially-focused Risk Atlas of Arua District, containing maps, granular data, and analyses of the existing hazards, exposure, and vulnerabilities to communities in northwestern Uganda.

Ruben Fernandez - 3 February, 2020

Uganda

Haiti 10 Years Later: Growth of a Humanitarian Mapping Community

Ten years ago this week, on 12 January 2010, Haiti experienced a devastating earthquake - one of the worst disasters in recent history. Within...

Tyler Radford - 16 January, 2020

Haiti

How Maps can Improve Lives

As Humanitarian OpenStreetMap Team (HOT) supports local communities fundraising to put themselves on the map, here are the ways they will be using maps to improve lives!

Alex Glynn - 16 December, 2019

Peru and 4 other countries

What we Learnt from Mapping African Megacity Dar es Salaam

Since the project kicked-off in 2015, Ramani Huria, funded by the World Bank and implemented by Humanitarian OpenStreetMap Team (HOT), has managed to map three-quarters of one of Africa’s megacities, Dar es Salaam. As a city that is particularly vulnerable to floods, the team focused their mapping on flood-prone areas, especially in informal settlements where vulnerable populations live.

Hawa Adinani - 12 December, 2019

Tanzania

HOT launches Microgrants 2020: Funding for OpenStreetMap Communities

Is your local OpenStreetMap community mapping to improve lives? We could have a microgrant for you! Pitch your project and be in for a chance to receive funding as part of HOT’s annual fundraising campaign to support global OpenStreetMap communities.

Rebecca Firth - 27 September, 2019

Global

Using Open Source Tools to Solve Routing Issues for Solid Waste Collection in Dar Es Salaam

One of the biggest difficulties in establishing an effective and efficient waste management collection and transportation system in Dar es Salaam is how long it takes to travel to Pugu dumpsite, the only officially designated solid waste dump in the city, and the best route to use.

Aaron Eubank - 30 August, 2019

Tanzania

Using machine learning to identify the effort and complexity of mapping areas

Testing more machine learning integrations with the Tasking Manager

Matthias Funke, Felix Delattre - 22 August, 2019

Global

Mapping with Indigenous Communities for Disaster Relief and Preparedness

Melanie Chabot is a GIS Coordinator with the Canadian Red Cross. She leads the Missing Maps pilot project in Canada which aims to map areas important to indigenous communities and to assist with disaster preparedness and response in these areas.

Melanie Chabot - 15 August, 2019

Canada

How We're Making it Easier for Humanitarians to Use OpenStreetMap Data

At HOT, we’re constantly looking to improve our tools to address user needs and help OpenStreetMap data be delivered in the right format at the right time. In July we started a new round of software development on the Export Tool to continue to help humanitarian partners get the data they need. We continue to update and develop the Export Tool as we attempt to provide our users with the best possible experience and answer a wider variety of their needs.

Mhairi O'Hara - 13 August, 2019

Global

The Machine Learning Enabler

The Humanitarian OpenStreetMap Team is partnering with Development Seed, Facebook, and Microsoft to build AI-based mapping tools to empower mappers around the world. We...

Sajjad Anwar - 10 July, 2019

Global