--- a +++ b/README.md @@ -0,0 +1,53 @@ +<h1>About Dataset</h1> + +<h2>Bone Fracture Detection</h2> + +<p> +A comprehensive dataset of X-ray images created to support bone fracture detection, specifically designed for computer vision research and development. +The primary goal is to aid in the development and evaluation of automated bone fracture detection algorithms. +</p> + +<h3>Key Features</h3> +<ul> + <li>Images categorized into specific fracture classes: + <ul> + <li>Elbow Positive</li> + <li>Fingers Positive</li> + <li>Forearm Fracture</li> + <li>Humerus Fracture</li> + <li>Shoulder Fracture</li> + <li>Wrist Positive</li> + </ul> + </li> + <li>Annotations include: + <ul> + <li>Bounding boxes</li> + <li>Pixel-level segmentation masks</li> + </ul> + </li> +</ul> + +<p> +These annotations highlight the location and extent of fractures, enabling precise training and evaluation of object detection and segmentation models. +</p> + +<h3>Use Cases</h3> +<ul> + <li>Training machine learning models for automated fracture detection</li> + <li>Object detection and classification of bone fractures in medical images</li> + <li>Developing robust algorithms for identifying fractures across various upper extremity regions</li> +</ul> + +<p> +This dataset supports the advancement of computer vision in medical diagnostics and aims to enhance patient care through faster and more accurate fracture detection. +</p> + +<h3>Citation</h3> +<p> +If you use this dataset in your research, please cite it using the following DOI: +</p> +<blockquote> +DOI: <a href="https://doi.org/10.13140/RG.2.2.14400.34569" target="_blank">10.13140/RG.2.2.14400.34569</a><br> +ResearchGate: <a href="https://www.researchgate.net/publication/382268240_Bone_Fracture_Detection_Computer_Vision_Project" target="_blank"> +https://www.researchgate.net/publication/382268240_Bone_Fracture_Detection_Computer_Vision_Project</a> +</blockquote>