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Deep Learning Image Classifier

Interactive educational platform for visualizing CNN and Transfer Learning mechanics.

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GeliştirenAselens Software
Güncellenme TarihiJune 1, 2024
Etiketler9 Etiket

Project Summary

The Deep Learning Image Classifier is an interactive educational platform designed to demystify the inner workings of Convolutional Neural Networks (CNN) and Transfer Learning. Built with Streamlit and TensorFlow, the application provides real-time visualizations of image preprocessing, RGB channel analysis, convolution operations, and intermediate feature maps, allowing users to watch as the model extracts features and reaches a classification decision.

Project Access

Technologies Used

Python
TensorFlow
keras
Streamlit
Plotly
NumPy
SciPy
MobileNetV2
Pillow

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