cow face and keypoint detection dataset

Facial and key point detection in dairy cows can assist farms in building recognition systems and estimating cow facial postures. This dataset was primarily collected in Lu'an, Anhui Province, and Huai'an, Jiangsu Province.This dataset contains 2,538 images of Holstein cow faces under various conditions, including different lighting, occlusions, levels of blurriness, angles, as well as flipping, noise, and both single and multiple cows.The Labelme software was used to annotate the cow's facial detection bounding box and five key points including the left and right eyes, nose, and the corners of the mouth, which helps to advance the development of cow facial detection and pose estimation.

搜集汇总

背景与挑战

背景概述

该数据集是一个用于奶牛面部和关键点检测的数据集，旨在辅助农场构建识别系统并估计奶牛面部姿态。它包含2,538张荷斯坦奶牛面部图像，采集自安徽六安和江苏淮安，涵盖多种条件（如光照、遮挡、模糊等），并使用Labelme软件标注了面部边界框和五个关键点（左眼、右眼、鼻子、嘴角），以推动奶牛面部检测和姿态估计的发展。