https://github.com/gabrielsantoslima/fine-tuning-cnns-example

🧪An example of Fine-Tuning of CNN models using Keras and Tensorflow.
https://github.com/gabrielsantoslima/fine-tuning-cnns-example

cnns fine-tuning keras machine-learning tensorflow

Last synced: 8 months ago
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🧪An example of Fine-Tuning of CNN models using Keras and Tensorflow.

• Host: GitHub
• URL: https://github.com/gabrielsantoslima/fine-tuning-cnns-example
• Owner: gabrielSantosLima
• Created: 2024-11-01T10:42:41.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-11-13T21:30:07.000Z (11 months ago)
• Last Synced: 2024-12-28T04:30:19.310Z (9 months ago)
• Topics: cnns, fine-tuning, keras, machine-learning, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 534 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Fine-Tuning of CNN models

> In order to transfer learning of pretrained models to solve specific problems, this project shows how to apply a famous machine learning technique called **fine-tuning**.

## Requirements

- Conda 34.5.0

  - Python 3.11

  - Keras & Tensorflow

  - Pandas

  - scikit-learn

  - and more dependencies. See the [configuration file here](./environment.yml)