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AI Makerspace

AI Makerspace

Deployment in GitLab

GitLab is a platform that we use within AI Singapore, it supports Version Control, Issue boards, Wiki pages and Deployment Pipelines. We will talk about how we use GitLab to deploy applications in this article. What is Deployment? The process to allow a software or platform to be accessible to the users. This can be

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AI Makerspace

Robustness Testing of AI Systems

Standard model evaluation processes involve measuring the accuracy (or other relevant metrics) on a hold-out test set. However, the performance on these test sets do not always reflect the ability of the model to perform in the real world. This is because a fundamental assumption when deploying AI models is that all future data is

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AI Bricks/Products

Privacy Protection Using Peekingduck

”Data is the new oil” is a catchphrase that is reflective of modern times. As more data is being collected and shared, data privacy and protection becomes increasingly important, and governments around the world have been implementing regulations in response. In the European Union, the General Data Protection Regulation (GDPR) was adopted in 2016, while

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AI Bricks/Products

Synergos in Action

We’ve launched Synergos, a Federated Learning platform AI Singapore has been working on. The launch marks the start of a long journey. We invite you to join us on this journey. Let’s start by using it as a tool in your machine learning toolbox, and even contribute your code to the repo. Do share with

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AI Makerspace

Secure AI Engineering in AI Singapore

With more AI systems being deployed into production, it becomes critical to ensure that the systems are secure and trustworthy. Here in AI Singapore, the SecureAI team is dedicated to developing processes and tools to support the creation of secure and trustworthy AI systems. As shared in the previous article, one of the key ingredients

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AI For Kids

Nurturing the Love of STEM With Our Kids

AI Singapore (AISG) recently supported Singapore Hokkien Huay Kuan’s Thinkers Programme and introduced our AI for Kids (AI4K)® to participating students from their affiliated schools. The Singapore Hokkien Huay Kuan (SHHK) Thinkers Programme started in 2019 with two goals. The first is to develop student’s confidence, analytical and problem-solving competencies. The second is to expose

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AI Makerspace

AI Readiness Index – Where Are You on the AI Journey?

A couple of months ago, AI Singapore unveiled the AI Readiness Index (AIRI), a comprehensive and easy-to-implement industry-focused framework which enables organisations to self-assess the status of their artificial intelligence (AI) adoption readiness. I talked to Tern Poh from the AI Advisory Team, one of the architects of the framework. Below is a transcript of the conversation

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AI Bricks/Products

Synergos Is Officially Launched!

In previous posts (here and here), we gave a preview of AI Singapore’s Federated Learning platform Synergos. Today we are happy to announce that Synergos is officially launched! We begin with a recap of what Synergos is and its main components. The motivation for Synergos Data is at the core of machine learning. Nevertheless, in

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AI Makerspace

How Can I Help My Users Understand Computer Vision Output Images?

Whenever an image is passed through an AI model for the purposes of identifying and classifying objects, the resulting image may often look messy and difficult to interpret. Source: BitRefine group  This was the case for PeekingDuck, one of our AI Makerspace Bricks.  PeekingDuck is an open-source, modular framework in Python, built for Computer Vision

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AI Makerspace

Building Platforms and Products at AI Singapore

As one of the original four engineers at AI Singapore, Najib Ninaba has left a deep imprint on the way things are run here. His current role in leading Platforms and Product Engineering continues to provide ample opportunities to define the way projects are delivered in the future. All this and more in my conversation

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