ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities

Understand

Instance level detection of thoracic diseases or abnormalities are crucial for automatic diagnosis in chest X-ray images.

• Most existing works on chest X-rays focus on disease classification and weakly supervised localization.
• In order to push forward the research on disease classification and localization on chest X-rays.
• We provide a new benchmark called ChestX-Det10, including box-level annotations of 10 categories of disease/abnormality of $\sim$ 3,500 images.