Abstract: Systems and methods for a vision-based machine learning model for lane connectivity in autonomous or semi-autonomous driving. An example method includes obtaining images from a multitude of image sensors positioned about a vehicle; compute forward pass-through backbone networks of a machine learning model, wherein the output of the backbone networks are fused via a transformer network; aggregating information output from the transformer network across time and/or space; and determining lane connectivity information.

Abstract: Systems and methods for a vision-based machine learning model for aggregation of static objects and systems for autonomous driving. An example method includes obtaining images from image sensors positioned about a vehicle. Features associated with the images are determined, with the features being output based on a forward pass through a machine learning model. The features are projected into a vector space associated with a birds-eye view based on the machine learning model. The projected features are aggregated with other projected features associated with prior images. Images depicting static objects in the birds-eye view are output.

Abstract: An F-connector for a coaxial cable has a substantially flush, coplanar face comprising a first insulator, locking ring, and connector body with a swaged leading edge. Within the connector body a connecting lead is attached to and spans between the first insulator and a second insulator. The F-connector may be constructed by a process that permits front-loading of the connecting lead and insulators, or by a process that permits back-loading of the connecting lead and insulators, or by a process that permits partial back-loading and partial front-loading of the connecting lead and insulators.

Abstract: An F-connector for a coaxial cable has a substantially flush, coplanar face comprising a first insulator, locking ring, and connector body with a swaged leading edge. Within the connector body a connecting lead is attached to and spans between the first insulator and a second insulator. The F-connector may be constructed by a process that permits front-loading of the connecting lead and insulators, or by a process that permits back-loading of the connecting lead and insulators, or by a process that permits partial back-loading and partial front-loading of the connecting lead and insulators.