Wojciech Jasiński – On challenges and considerations for real time AI processing | RTC.ON 2024
Developing computer vision models for real-time use cases has presented our team with numerous challenges and valuable lessons. This talk will showcase our real-time inpainting solution as a case study to highlight the key problems we faced and how we solved them.
We'll discuss why many advanced models aren't suited for real-time use, touching on the trade-offs between speed and accuracy, managing streaming data, and handling resource limits. We will also cover some important techniques and tricks we used to optimize our models. Finally, we'll look ahead to future trends in real-time computer vision.
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