KAIST Dataset

KAIST dataset is originally based on Thermal Infrared and corresponding RGB image pairs. I have made a model that can convert night-time infrared to day-time RGB using TIC-cGAN (https://arxiv.org/pdf/1810.05399). I have trained the YOLOv5 model on daytime RGB images and tested on generated fake day-time images from night-time infrared input to check mAP of proposed approach.

KAIST 数据集最初基于热红外图像及其对应的 RGB 图像对。本人已构建一个模型，能够利用 TIC-cGAN (https://arxiv.org/pdf/1810.05399) 将夜间红外图像转换为日间 RGB 图像。此外，我在日间 RGB 图像上训练了 YOLOv5 模型，并在由夜间红外输入生成的虚构日间图像上进行了测试，以验证所提出方法在平均精度值（mAP）方面的表现。