metadata

tags:
  - autotrain
  - vision
  - image-classification
datasets:
  - juliensimon/autotrain-data-chest-xray-demo
widget:
  - src: >-
      https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
    example_title: Tiger
  - src: >-
      https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
    example_title: Teapot
  - src: >-
      https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
    example_title: Palace
co2_eq_emissions:
  emissions: 13.219748263433518

Original dataset: https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia

Model Trained Using AutoTrain

Problem type: Binary Classification
Model ID: 1677859324
CO2 Emissions (in grams): 13.2197

Validation Metrics

Loss: 0.209
Accuracy: 0.934
Precision: 0.933
Recall: 0.964
AUC: 0.976
F1: 0.948