Xception CNN for Pempek Image Classification

Avatar of Aditya Yudha Pratama.
Avatar of Aditya Yudha Pratama.

Xception CNN for Pempek Image Classification

AI Science Enthusiast | Fresh Graduate from Universitas Maritim Raja Ali Haji
Tanjung Pinang Timur, Bukit Bestari, Tanjung Pinang City, Riau Islands, Indonesia

Implementation of Convolutional Neural Network (CNN) Model Using Xception Architecture for Food Classification: A Case Study on Traditional Indonesian Dish Pempek


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The project led my team to clinch the 1st place in a machine learning competition, focusing on image classification of Pempek, a traditional Indonesian dish. We utilized the Xception Model technique along with CNN algorithm for our classification task.
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Published: Apr 1st 2024
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Tools

tensorflow
TensorFlow

classification image
neural network
convolutional neural network
cnn
computer vision
machine learning

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