Semi-supervised image instance segmentation method and system, and medium

• Main Authors: LI XIONGGANG, LI SHENGFU, LIAO JIANDONG, ZHENG ZHIHAO, LI DUANJIAO, WANG HAO, YU LINGLI, LI GUOQIANG, MENG HUAWEI, CHEN HAO, LIN JUNXING, RAO CHENGCHENG, ZHANG FENG, LIU GAO
• Format: Patent
• Language: Chinese; English
• Published: 19.07.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

The invention discloses a semi-supervised image instance segmentation method and system and a medium, and the method comprises the steps: inputting an infrared image of power transmission line equipment, and carrying out the data augmentation of the infrared image, and obtaining an augmented infrared image; inputting the augmented infrared image into a preset first diffusion generation model for cross-mode conversion to obtain a visible light image; performing feature extraction on the augmented infrared image and the visible light image to obtain an infrared image representation and a visible light image representation, and performing instance segmentation on the infrared image representation and the visible light image representation to obtain an infrared image representation instance segmentation result and a visible light image representation instance segmentation result; and fusing the infrared image representation instance segmentation result and the visible light image representation instance segmentat