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In particular, since the state-of-the-art CNN-based approaches require massive training samples to get the high accuracy, our dataset can be exploited as the massive training samples in order to draw real state-of-the-art accuracy of the CNN-based approaches.
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These are areas in which recently available, off-the-shelf AI tools, such as Google's Cloud Speech API and Nuance's speech recognition API, can be used, and they don't require massive investment in training and hiring.
The good things about this system is that it does not require massive data for training, especially at the beginning of fault evolution, good statistical performance, discovery of new rules, novelty detection, and real-time performance.
Existing solutions for large batch training either significantly degrade accuracy or require massive hyper-parameter tuning.
It will certainly require massive and sustained political pressure.
Rogers said not all problems require massive, innovative change.
So any overarching solution would require massive breadth.
Computational fluid dynamics (CFD) simulations generally require massive computing power.
Achieving these targets will require massive investment.
Building the new networks will require massive sums and effort.
Getting the reserves out would obviously require massive investment.
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