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EfficientNet Implementation - EfficientNet-B0

Overview

This repository contains a Jupyter Notebook detailing the implementation and training of a custom model using EfficientNet-B0. The notebook is structured to provide a comprehensive guide from data preprocessing to model training and evaluation.

Contents

  1. Data Preprocessing: Steps and techniques used to prepare the data for training.
  2. Model Architecture: Details about the EfficientNet-B0 architecture and its customization.
  3. Training Process: Information on training parameters, optimization techniques, and performance metrics.
  4. Results: Analysis of the model's performance and any key findings.
  5. Conclusion: Summary of the project and potential areas for future work.

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Covering data preprocessing, custom model architecture, training processes, and performance analysis.

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