Patent ID: 11972599
Assignee: ADVANCED NEW TECHNOLOGIES CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A computer-executed apparatus for generating a vehicle damage image, comprising:
an image-acquisition unit configured to acquire a real vehicle image;
an intermediate-image generation unit configured to generate an intermediate image based on the real vehicle image by labeling a target box on the real vehicle image and removing a portion of the real vehicle image within the target box; and
a vehicle-damage-image generation unit configured to generate the vehicle damage image based on the intermediate image by inputting the intermediate image into a machine-learning model, which outputs the vehicle damage image by filling a local image indicating vehicle damage into the target box of the intermediate image,
wherein the machine-learning model is a generative model in a Generative Adversarial Network (GAN) model, wherein the GAN model further comprises a discriminative model for determining whether an output image of the generative model is a real image and whether a local image indicating vehicle damage is in the target box of the output image, and wherein the generative model is trained based on the discriminative model, a second real vehicle image, and a second intermediate image generated based on the second real vehicle image.