Facebook Request for Pilot and Early-Stage Research Proposals At Computer Vision, 2019
Computer vision has recently made rapid progress, achieving a level
of performance that was unexpected just a few years ago. This technology
has opened possibilities in many real-world domains, including
transportation, entertainment and safety. While these applications give
value to our technology, research to date has predominantly focused on a
few geographic regions, primarily the United States and Europe, raising
concerns of globally unrepresented datasets, tasks and ultimately the
direction of the field.
Facebook is calling for proposals for pilot and early-stage research
that extends computer vision technologies in developing countries
1.
We specifically seek projects that address the technical challenges
impeding computer vision in these contexts, including data and hardware
limitations and better integration of new information sources, such as
high-resolution satellite imagery. Competitive applications will
similarly leverage computer vision to achieve global development
priorities, especially those captured in the United Nations
Sustainable Development Goals.
Illustrative computer vision applications for delivering this type of
social impact include (but are not limited to) the following:
Agricultural extension: better informing smallholders about crop health, pest control, livestock illnesses, or soil fertility
Health services: improving diagnosis, dietary, water or sanitation assessments
Education quality: tools to enhance access to information without requiring high levels of literacy or language skills
Infrastructure and sustainable industry: improving
factory machinery or training to increase safety, jobs or output.
Transportation innovations for environmental and human benefit.
Disaster relief and climate action: visual
information for first-responders to fires, floods or other natural
disasters. Technologies to manage or mitigate environmental change.
Facebook aims to support projects that align with our mission, past
research, open source tools and state-of-the-art algorithms. Awards will
be made in amounts ranging from $20,000 to $40,000 for projects up to 6
months in duration. Our goal is to support the implementation of
computer vision applications, which require further testing, pilot data
and/or partnership development. Applicants requesting higher budget
amounts, however, will need to demonstrate more robust research designs,
novelty and potential to achieve impact. No Facebook data will be
provided to award recipients.
We encourage proposals from teams that include institutions, researchers and non-profits in developing regions.
1 For the purposes of this RFP, we define “developing countries” as the low and middle-income economies designated by the World Bank.
Proposals should include:
- A summary of the project (1-2 pages) explaining the
area of focus, conceptual and methodological distinction between the
pilot study and any future follow-on studies, a description of
techniques, the research’s applicability to Facebook, a timeline with
milestones and expected outcomes
- A budget description (1 page) including an approximate cost of the award and explanation of how funds would be spent
- Curriculum Vitae for all key project participants
- Organization details; this will include tax information and administrative contact details
Eligibility Criteria:
This opportunity is open to applicants worldwide from academic and/or
research institutions that are eligible for research funding. This
includes individual researchers addressing a well-defined problem, or
multiple university departments. We encourage emerging scholars to
apply.
