https://github.com/nikhilcodes/pneumonia-detection-kaggle-solution

Keras implementation for Binary classification problem (Detects Pneumonia by taking X-Ray images of patient chest).
https://github.com/nikhilcodes/pneumonia-detection-kaggle-solution

binary-classification convolutional-neural-networks deep-learning kaggle kaggle-pneumonia-dataset kaggle-solution keras keras-classification-models machine-learning pneumonia-detection pneumonia-detector python tensorflow

Last synced: about 1 month ago
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Keras implementation for Binary classification problem (Detects Pneumonia by taking X-Ray images of patient chest).

• Host: GitHub
• URL: https://github.com/nikhilcodes/pneumonia-detection-kaggle-solution
• Owner: NikhilCodes
• License: mit
• Created: 2019-10-29T16:49:27.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2019-10-29T17:33:34.000Z (about 5 years ago)
• Last Synced: 2024-10-30T02:48:31.021Z (3 months ago)
• Topics: binary-classification, convolutional-neural-networks, deep-learning, kaggle, kaggle-pneumonia-dataset, kaggle-solution, keras, keras-classification-models, machine-learning, pneumonia-detection, pneumonia-detector, python, tensorflow
• Language: Jupyter Notebook
• Size: 374 KB
• Stars: 2
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Pneumonia-Detection-Kaggle-Solution

 Keras implementation for Binary classification problem (Detects Pneumonia by taking X-Ray images of patient chest).

## Accuracy and Loss Graph

![Accuracy loss Graph](Samples/graph.png)

## Input Image Samples

![Img1](Samples/xray1.png)

![Img2](Samples/xray2.png)

## Model Architecture

![Model PNG](Samples/model.png)