In this presentation, we will look at how artificial intelligence can learn to produce highly accurate duration estimations, even for complex workflows. The presentation has a technical focus, starting from the initial collection of requirements and working through the modelling process and evaluation, before looking at how such a solution could be deployed. Finally, we’ll look at how such a solution could be integrated into workflows to automate decisions such as “red line” workflows, or pre-emptively scale systems for load.

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intoPIX creates and licenses innovative image processing & video compression technologies for Broadcast, Cinema & Pro-AV applications. It includes both IP-cores for FPGA & ASIC and accelerated SDKs for CPU and GPU. Amongst other technologies, intoPIX provides unique and powerful implementations of JPEG 2000, TICO (RDD35), TICO-XS (JPEG-XS), TICO RAW, encryption technologies, and video over IP with scalability including the support of resolutions from HD up to 4K, 8K with lossless / visually lossless quality and zero latency. Our technologies bring competitive advantages for manufacturers, content creators and broadcasters for capture (image sensors), live production (SMPTE 2022, SMPTE 2110), AV over IP, contribution, storage, editing, archiving and playback.