README.md

metadata

title: Blood Group Prediction
emoji: 🩸
colorFrom: red
colorTo: pink
sdk: gradio
sdk_version: 4.7.1
app_file: app.py
pinned: false

Blood Group Prediction Model

This is a machine learning model that predicts blood groups from blood sample images using deep learning.

Features

• Upload blood sample images
• Get blood group prediction (A+, A-, AB+, AB-, B+, B-, O+, O-)
• View confidence scores
• Simple and intuitive interface

How to Use

1. Upload an image of a blood sample
2. Click submit
3. View the predicted blood group and confidence score

Model Information

This model uses a ResNet-based architecture trained on blood sample images to classify them into 8 different blood group categories.

API Usage

This space also provides an API endpoint that can be called programmatically:

import requests

# Send image to the API
response = requests.post(
    "https://YOUR_USERNAME-blood-group-prediction.hf.space/api/predict",
    files={"data": open("blood_sample.jpg", "rb")}
)

result = response.json()
print(f"Blood Group: {result['data'][0]}")
print(f"Confidence: {result['data'][1]}")

Disclaimer

This model is for educational and research purposes only. It should not be used for actual medical diagnosis. Always consult with healthcare professionals for medical decisions.