Hyundai Motor Company

Kia Motors Corporation

Samsung Corning Precision Materials Co., Ltd.

Soonchunhyang University Industry Academy Cooperation Foundation

Eun Gi Cho

Yong Beom Lee

In Sung Sohn

Seong Sik Park

Seong Keun Park

Kyu Sang Choi

Seung Won Park

An apparatus for predicting an injury level of a user of a vehicle may include: a communication circuit configured to communicate with an external device; a memory configured to store a genetic algorithm and a machine learning model; and a processor electrically connected with the communication circuit and the memory. The processor may be configured to: obtain, via the communication circuit, traffic accident data associated with a traffic accident; select input data, which includes at least a part of the traffic accident data, for training of the machine learning model, the input data selected using the genetic algorithm; train the machine learning model using the input data; and predict an injury level of the user of the vehicle using the trained machine learning model when the training of the machine learning model is completed.

Apparatus and method for predicting injury level

An optical film for reducing color shift is provided in front of a display panel. The optical film includes a background layer, and a plurality of lens parts, which are spaced apart from each other, engraved or embossed on the background layer. The lens parts diffuse light incident thereon and then to mix the diffused light with light passing between the lens parts. The lens parts have a depth to width ratio of 0.25 or more, a spacing to pitch ratio ranging from 0.5 to 0.95, and a pitch of 45 &#x3bc;m or less. A display device may include the optical film.

Optical film for reducing color shift and LCD device having the same

Growing community of inventors

Chungcheongnam-do, South Korea

Eun Gi Cho