EfficientNet! - Keras Code Examples
This video walks through an example of fine-tuning EfficientNet for Image Classification. There is a really interesting result in the example of showing the efficacy of freezing only BatchNormalization while fine-tuning the rest of the network. I really enjoyed going through this, it is an excellent introduction to Transfer Learning!
Content Links:
Image classification via fine-tuning with EfficientNet: https://keras.io/examples/vision/imag...
EfficientNet Paper: https://arxiv.org/pdf/1905.11946.pdf
TensorFlow EfficientNet Repo: https://github.com/tensorflow/tpu/tre...
Keras Applications: https://www.tensorflow.org/api_docs/p...