MicKey is a feature detection pipeline that regresses keypoint positions in camera space using descriptor matching to establish metric correspondences. From these correspondences, the system recovers metric relative camera poses in an end-to-end differentiable manner. The model is trained using differentiable pose optimization with only image pairs and ground truth relative poses as supervision. It uses RANSAC-based robust estimation alongside the learned components.