AI engineering glossary · Computer vision
What is efficientNet?
EfficientNet: A family of CNNs that scales network depth, width and input resolution together using a fixed ratio, called compound scaling. It reached strong accuracy for its compute budget. It showed that balanced scaling beats growing only one dimension.
EfficientNet: an example
EfficientNet-B0 is the small baseline, and larger variants B1 to B7 scale all three dimensions up.
Related terms
More Computer vision terms
- Face detection
- Fast R-CNN
- Faster R-CNN
- Feature descriptor
- Feature detection
- Feature map
- Feature matching
- Feature pyramid network
Where you learn it
EfficientNet is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.