imageomics/mmla_mpala

这是在肯尼亚Mpala研究中心收集的长颈鹿、格氏斑马和平原斑马的注释视频帧数据集。该数据集旨在用于训练和评估从无人机图像中进行动物检测和分类的计算机视觉模型。数据集包括104,062个帧，每个帧都伴有COCO格式的注释，指示图像中是否存在斑马和长颈鹿以及它们的边界框。数据集的设计旨在促进使用先进成像技术进行野生动物监测和保护的研究。

This dataset contains annotated video frames of giraffes, Grevys zebras, and Plains zebras collected at the Mpala Research Center in Kenya. The dataset is intended for use in training and evaluating computer vision models for animal detection and classification from drone imagery. The dataset includes 104,062 frames, each with annotations in COCO format indicating the presence of zebras and giraffes and their bounding boxes within the images. The dataset is designed to facilitate research in wildlife monitoring and conservation using advanced imaging technologies.

搜集汇总

背景与挑战

背景概述

该数据集是一个包含104,062帧无人机拍摄的动物图像数据集，主要用于训练和评估计算机视觉模型进行动物检测和分类。数据集包含长颈鹿、斑马等动物的YOLO格式标注，支持野生动物监测和保护研究。