nehda10/covid-xray-model

🧠 COVID-19 Chest X-ray Classification Model

This repository contains a trained deep learning model (covid_xray_model.keras) for detecting COVID-19, Normal, and Viral Pneumonia cases from chest X-ray images.

💾 Model Details

• Input Shape: 224 x 224 x 3
• Framework: TensorFlow / Keras
• Output Classes:
  • COVID
  • NORMAL
  • Viral Pneumonia

📦 File Info

• Model File: covid_xray_model.keras
• Size: ~273 MB
• Tracked with: Git LFS

🛠️ Usage

To use this model in Python:

from huggingface_hub import hf_hub_download
from tensorflow.keras.models import load_model

# Download the model
model_path = hf_hub_download(repo_id="your-username/model-repo-name", filename="covid_xray_model.keras")

# Load the model
model = load_model(model_path)