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KhanyiTapiwa00/medsiglip-diagnosis

sourceHugging Faceapache-2.0updated 4mo agoView on Hugging Face
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๐Ÿฉบ MedSigLip Diagnosis Model

This repository contains MedSigLip, a deep learning model for cervical cancer image diagnosis. It takes colposcopy images as input and predicts the most likely stage/class of the condition.


๐Ÿ“Š Model Details

  • โ€”Task: Image Classification
  • โ€”Domain: Healthcare โ€“ Cervical Cancer Diagnosis
  • โ€”Framework: Hugging Face Transformers / PyTorch
  • โ€”Author: Khanyi Tapiwa Magagula (AI Eswatini)

๐Ÿš€ Inference API

Once the Inference API is enabled, you can run predictions without any setup. Example:

python
from huggingface_hub import InferenceClient

# Replace with your repo name
client = InferenceClient("KhanyiTapiwa00/medsiglip-diagnosis")

# Run image classification
result = client.image_classification("1_10.jpg")

print(result)