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chest_xray_pneumonia_detection
dima806/chest_xray_pneumonia_detection
chest_xray_pneumonia_detection is a image classification model from dima806. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.
Checks whether there is a pneumonia based on chest X-ray image with about 96% accuracy.
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Aug 29, 2023
- Updated
- Oct 19, 2024
- SHA
- 88ed5e73
Base models
Model card
From the Hugging Face model README
Checks whether there is a pneumonia based on chest X-ray image with about 96% accuracy.
See https://www.kaggle.com/code/dima806/chest-x-ray-pneumonia-detection for details.
Classification report:
precision recall f1-score support
NORMAL 0.9603 0.9614 0.9608 855
PNEUMONIA 0.9614 0.9602 0.9608 855
accuracy 0.9608 1710
macro avg 0.9608 0.9608 0.9608 1710
weighted avg 0.9608 0.9608 0.9608 1710
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Aug 29, 2023
- Updated
- Oct 19, 2024