What are Keras applications and how can I use them?
Keras applications are pre-trained models for deep learning tasks. You can use them for image classification, feature extraction, and more.
Can you give me an example of how to load a Keras application?
Sure! You can load a model like this: from keras.applications import VGG16; model = VGG16(weights='imagenet')
.
What types of models are available in Keras applications?
Keras offers several models like VGG16, ResNet50, InceptionV3, and MobileNet, each suited for different tasks.
How can I fine-tune a Keras application model?
To fine-tune, you can freeze some layers and train the model on your dataset using the fit
method.
Are there any resources for learning more about Keras applications?
Yes, the official Keras documentation and various online courses provide great resources for learning.
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