Strategic data selection and curation practices significantly reduce annotation costs and drive development productivity.

Abstract: Accurate skin lesion segmentation remains a critical challenge in automated dermatological diagnosis due to heterogeneous lesion presentations, ambiguous boundaries, imaging artifacts, and ...

Abstract: Ultrasound video segmentation gains increasing attention in clinical practice due to the redundant dynamic references in video frames. However, traditional convolutional neural networks have ...

The Refiner corrects tone and colors, preparing the image for the Fixer to either gently denoise (0.3 here) or drastically reshape the face at 0.8. Most tools in this space are built on general models ...

You are allowed to use the AI coding tool of your choice. You must submit the result as pull requests and must be able to answer and fix issues that the pull master requests. You are expected to ...