World Congress 2023 • Aug 11, 2023

Trends, Challenges and Best Practices for AI at the Edge

Ekaterina Sirazitdinova

How do you deploy zero-latency AI on devices with strict compute and power limits? Learn to master quantization, pruning, and NVIDIA frameworks to conquer edge deployment.

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Matching moments

2:18 min

The necessity of Edge AI and its driving constraints

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Optimizing AI processing capabilities for edge microcontrollers

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Reducing cloud dependency with on-device edge AI models

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2:26 min

Cost and latency pressures pushing AI to the edge

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Deploying algorithms and AI models to edge production

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Projecting the transition toward edge computing and software efficiency

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