Automatic Pain Assessment in Horses

Dataset used to develop a machine learning algorithm for automatic pain assessment on horses. These images were acquired by extracting frames from videos of several days from horses that underwent castration. These frames were selected and evaluated through the process of labeling in order to be used on the training of a Convolutional Neural Network (CNN).本数据集用于开发面向马匹疼痛自动评估的机器学习算法。这些图像均从接受去势手术的马匹的多日视频中提取帧获取。所提取的帧经过筛选并通过标注流程进行评估，以用于卷积神经网络（Convolutional Neural Network, CNN）的训练。