Our Work - Image recognition
What were the key objectives of this project?
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To develop an advanced image recognition solution using Artificial Intelligence to process millions of images in order to identify commonalities
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Utilise commodity hardware components
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Develop a product that could scale across low cost commodity hardware or consume cloud resources
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Capable of operating in a completely isolated environment
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Highly secure
Our involvement
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Worked with the client and a software development company to identify the requirements – performance, scalability, integration with existing systems
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Market survey to analyse the GPU’s available that would accept custom code and offered a development interface that could be leveraged
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Performance and scalability benchmarks using a bespoke test harness that simulated the eventual workload
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Delivered a high and low level design
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Custom graphics driver preparation
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Operating system build hardening
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Security accreditation of designs and components
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Data import
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Implementation