Instance segmentation method, training method of instance segmentation network and related equipment

• Main Authors: HUANG SHILIANG, WANG YAYUN, LIAO BINGYAN
• Format: Patent
• Language: Chinese; English
• Published: 30.11.2021
• Subjects: CALCULATING; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention discloses an instance segmentation method, a training method of an instance segmentation network, electronic equipment and a computer readable storage medium. The instance segmentation method comprises the following steps: determining an instance candidate region corresponding to an instance in an input image; segmenting the instance candidate region by using an original feature map of the input image to obtain a first instance segmentation result; enhancing the first instance segmentation result by using instance boundary information of the instance candidate region to obtain an enhanced feature map, the instance boundary information being used for representing boundary positions of instances in the instance candidate region; and obtaining a second instance segmentation result based on the enhanced feature map. In this way, the accuracy of the instance segmentation result can be improved. 本申请公开了一种实例分割方法、实例分割网络的训练方法、电子设备及计算机可读存储介质。该实例分割方法包括：确定输入图像中实例对应的实例候选区域；利用输入图像的原始特征图对实例候选区域进行分割，得到第一实例分割结果；利