Image semantic segmentation model optimization method, electronic device, and storage medium

An electronic device, comprising a processor and a memory in communication connection with the processor,

• wherein the memory stores computer-executable instructions;
• and
• the processor is configured to execute the computer-executable instructions stored in the memory to implement an image semantic segmentation model optimization method, which comprises:
• acquiring first unlabeled data, and evaluating the first unlabeled data based on a pre-trained target semantic segmentation model to obtain an evaluation value corresponding to the first unlabeled data, wherein the evaluation value represents effectiveness of training the target semantic segmentation model with the first unlabeled data:
• determining target unlabeled data according to the evaluation value corresponding to the first unlabeled data, and generating target labeled data corresponding to the target unlabeled data;
• and
• optimizing the target semantic segmentation model based on the target labeled data to obtain an optimized semantic segmentation model.

A non-transitory computer-readable storage medium, storing computer-executable instructions, wherein a processor, when executing the computer-executable instructions, implements an image semantic segmentation model optimization method, which comprises:

• acquiring first unlabeled data, and evaluating the first unlabeled data based on a pre-trained target semantic segmentation model to obtain an evaluation value corresponding to the first unlabeled data, wherein the evaluation value represents effectiveness of training the target semantic segmentation model with the first unlabeled data;
• determining target unlabeled data according to the evaluation value corresponding to the first unlabeled data, and generating target labeled data corresponding to the target unlabeled data;
• and
• optimizing the target semantic segmentation model based on the target labeled data to obtain an optimized semantic segmentation model.