If it is not too much hype, then it is impressive what this company Deci, founded in 2019, has to offer.
"... While Neural Architecture Search (NAS) has been proposed as a possible method for automating the construction of improved artificial neural networks that surpass manually-designed architectures, the resource requirements to run such technology are prohibitive. Yet, only Google, Microsoft, and academic institutions have effectively adopted NAS, demonstrating its impracticality for the great majority of developers.
To address this issue, Deci’s platform, which is driven by their unique NAS engine dubbed AutoNAC (Automated Neural Architecture Construction), allows AI developers to create efficient computer vision models automatically and economically for any given inference hardware, speed, size, and targets. Deci models outperform other known state-of-the-art (SOTA) designs by three to ten.
Developers may utilize the AutoNAC engine to construct more unique architectures adapted for their individual use-cases or start their projects using pre-trained and optimized models (DeciNets) provided by the AutoNAC engine for a wide range of hardware and computer vision activities. ..."
SuperGradients Easily train or fine-tune SOTA computer vision models with one training library.
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