Abstract: Disclosed herein are a neural network model deployment method and apparatus for providing a deep learning service. The neural network model deployment method may include providing a specification wizard to a user, searching for and training a neural network based on a user requirement specification that is input through the specification wizard, generating a neural network template code based on the user requirement specification and the trained neural network, converting the trained neural network into a deployment neural network that is usable in a target device based on the user requirement specification, and deploying the deployment neural network to the target device.

Abstract: A radiator support assembly may include a radiator support upper member including an upper internal surface, a radiator support side member including a side internal surface and provided in pairs, and a radiator support lower member including a lower internal surface, wherein the radiator support upper member, the radiator support side member and the radiator support lower member are joined so that the upper internal surface, the side internal surface and the lower internal surface form a single closed-loop.

Abstract: A radiator support assembly may include a radiator support upper member including an upper internal surface, a radiator support side member including a side internal surface and provided in pairs, and a radiator support lower member including a lower internal surface, wherein the radiator support upper member, the radiator support side member and the radiator support lower member are joined so that the upper internal surface, the side internal surface and the lower internal surface form a single closed-loop.

Abstract: Provided is a hybrid crash box for a vehicle that includes a latticed box pipe connected with a bumper beam and a mount mounted on a bumper stay. The latticed box pipe may include a metallic hollow pipe and plastic lattices integrally formed in the hollow pipe by injection molding. A plurality of holes that contract against a shock may be formed at predetermined positions through the hollow pipe. Configuration of the holes, including shape, number and position, may be determined by the hollow pipe which depends on the type of the vehicle.

Abstract: Provided is a hybrid crash box for a vehicle that includes a latticed box pipe connected with a bumper beam and a mount mounted on a bumper stay. The latticed box pipe may include a metallic hollow pipe and plastic lattices integrally formed in the hollow pipe by injection molding. A plurality of holes that contract against a shock may be formed at predetermined positions through the hollow pipe. Configuration of the holes, including shape, number and position, may be determined by the hollow pipe which depends on the type of the vehicle.