Bone Fracture Detection Model

Fine-tuned ResNet50 for binary classification of bone X-rays (Fractured / Normal).

Usage

from transformers import AutoImageProcessor, AutoModelForImageClassification
model = AutoModelForImageClassification.from_pretrained("YOUR_USERNAME/bone-fracture-resnet50")
processor = AutoImageProcessor.from_pretrained("YOUR_USERNAME/bone-fracture-resnet50")

Training Details

• Base: ResNet50 (ImageNet pretrained)
• Dataset: Kaggle Bone Fracture Multi-Region X-ray Data
• Optimized for: Recall (sensitivity) — missed fractures are costly in medical AI

Disclaimer

This is a research/educational model, NOT FDA approved. Do not use for clinical diagnosis.