https://github.com/firefly55lm/cnn_for_xray_chest_classification

Convolutional networks for x-ray chest classification
https://github.com/firefly55lm/cnn_for_xray_chest_classification

cnn-classification colab-notebook computer-vision deep-learning tensorflow x-ray-images

Last synced: about 2 months ago
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Convolutional networks for x-ray chest classification

• Host: GitHub
• URL: https://github.com/firefly55lm/cnn_for_xray_chest_classification
• Owner: Firefly55lm
• License: mit
• Created: 2023-09-06T19:33:40.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2024-04-09T10:32:41.000Z (about 2 years ago)
• Last Synced: 2025-01-25T14:26:03.142Z (over 1 year ago)
• Topics: cnn-classification, colab-notebook, computer-vision, deep-learning, tensorflow, x-ray-images
• Language: Jupyter Notebook
• Homepage:
• Size: 5.05 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# USING CONVOLUTIONAL NETWORKS FOR X-RAY CHEST CLASSIFICATION

Academic project, University of Cagliari

- Language: Italian

- Platform: Google Colab (suggested) or standard Jupyter notebook

- Description: Deep learning classificator based on x-ray chest pictures between 4 classes (Normal, Covid, Lung Opacity, Viral Pneumonia)

- Dataset: https://www.kaggle.com/datasets/tawsifurrahman/covid19-radiography-database

**Elaborations and related descriptions are provided in main_notebook.ipynb**