Ryan Loney, Intel: Bringing Deep Learning to Enterprise Applications
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How Important Is 100% Accuracy in Object Detection?
How you measure accuracy is definitely a touchy subject because how you measure it makes a huge difference. In the case of models that have been trained on the ImageNet dataset or on COCO dataset, they have actual breeds of dogs. That's especially important when we talk about things like compression and quantization,. which historically has been difficult to get adoption in some domains like healthcare.
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