Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras
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warm_up_learning_rate_scheduler.py
warmup_cosine_decay_scheduler.py

README.md

Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras | DLology Blog

How to Run

Require Python 3.5+ installed.

Clone or download this repo

git clone https://github.com/Tony607/Keras_Bag_of_Tricks

Install required libraries

pip3 install -r requirements.txt

Run those demos shown in the blog.

Learning rate warmup

python warm_up_learning_rate_scheduler.py

Cosine Learning Rate Decay

python warmup_cosine_decay_scheduler.py

Label Smoothing

python label_smoothing.py

Happy coding! Leave a comment if you have any question.