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Just Cake

Multiclass image classification of Indonesian traditional cake. The repo is filled with simple methods to do Multiclass image classification use keras.

The Dataset

The dataset comes from atapdata collections. It consist with 8 types of cakes. Kue dadar gulung, kue kastengel, kue klepon, kue lapis, kue lumpur, kue putri salju, kue risoles, and kue serabi.

The Model

The repo focus on experimentation from small architectures until using the pretrained model (vgg16). Please visit My Model Artifact to load the model and try it on yourown. Use 7-Finalize.ipynb to use the model and try predict the images. The best model is just_cake_model-colab6_2.h5.

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