Visualkeras#

Examples related to the visualkeras submodule with e.g. a DL (ANN, CNN, NLP) tf.keras.Model model instance.

Important

# 💡visualkeras Need aggdraw tensorflow or tensorflow-cpu
pip install scikitplot[core, cpu]

# (Recommended)
# !pip install aggdraw
# !pip install tensorflow

python -c "import tensorflow as tf, google.protobuf as pb; print('tf', tf.__version__); print('protobuf', pb.__version__)"
python -m pip check

# If Needed
# pip install -U "protobuf<6"
# pip install protobuf==5.29.4
import tensorflow as tf

Visualkeras: Spam Classification Conv1D Dense Example

Visualkeras: Spam Classification Conv1D Dense Example

visualkeras: Spam Dense example

visualkeras: Spam Dense example

visualkeras: autoencoder example

visualkeras: autoencoder example

visualkeras: custom vgg16 example

visualkeras: custom vgg16 example

visualkeras: custom vgg16 show dimension example

visualkeras: custom vgg16 show dimension example

visualkeras: EfficientNetV2 example

visualkeras: EfficientNetV2 example

visualkeras: ResNetV2 example

visualkeras: ResNetV2 example

visualkeras: custom VGG example

visualkeras: custom VGG example

visualkeras: Vector Index DB

visualkeras: Vector Index DB