hand xray Computer Vision Project

Here are a few use cases for this project:

1. Medical Diagnostic Aid: Radiologists and physicians could leverage this model to quickly and accurately identify different parts of the hand on an x-ray, speeding diagnostic times for patients with hand, wrist, or lower arm conditions such as fractures, tumors, or infections.

2. Education and Training: The hand xray model could be used in medical schools and radiography programs as a learning tool for students who need to identify and understand different bones and features in hand x-rays.

3. Telemedicine Services: This model could serve as an essential component in telemedicine, where healthcare professionals could remotely diagnose hand conditions by uploading the x-ray images into the system, alleviating patients' need to travel.

4. Automated Screening Systems: It could be utilized for triage in emergency departments or urgent care clinics to prioritize patients, by detecting severe conditions such as fractures from x-ray images automatically.

5. Research Purposes: Scientists studying diseases affecting the bones in hand, like osteoporosis or arthritis, could use this model to automate the identification of Metacarpus-Sanders-Radius-Ulna classes in large x-ray datasets.