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[D] Does EfficientNet really help in real projects ?

There are large amount of papers which show that EfficientNet improves some CV tasks e.g. EfficientDet: Scalable and Efficient Object Detection.

But does it help much in real projects ? Do you guys have any experience with that ?

One more thing – ImageNet or COCO datasets are far away from what we have to deal with in real projects. Usually we have only small amount of images/classes, so improvements for COCO/ImageNet != improvements for real projects. What do you think ?

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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.