RF-DETR is a real-time transformer architecture for object detection, instance segmentation, and keypoint detection (preview) developed by Roboflow. Built on a DINOv2 vision transformer backbone, ...

Good ideas can come from anywhere, especially when informed by real world experience, a fact that some firms are leveraging to source new solutions from field staff, which serves to both rapidly ...

Abstract: Trust in deep neural networks is vital for high-stakes applications. Current XAI methods have flaws: attribution creates noisy heatmaps, while concept-based methods like CRAFT suffer from ...

Abstract: Maintaining software design quality is crucial for the long-term maintainability and evolution of systems. However, design issues such as poor modularity and excessive complexity often ...