High-Throughput Algae Cell Detection 藻类细胞检测数据集

该数据集来自 2023 IEEE 网络信息学大会「Vision Meets Algae」物体检测挑战赛，相关论文成果为：「VisAlgae 2023: A Dataset and Challenge for Algae Detection in Microscopy Images」。

该数据集包括训练集和测试集。训练集包含 700 张图像，测试集包含 300 张图像，分为 6 个类别。训练集的标注采用 YOLO 格式。每个图像都有一个相应的 .txt 格式的注释文件。

论文引用

@misc{sun2025visalgae2023datasetchallenge,
title={VisAlgae 2023: A Dataset and Challenge for Algae Detection in Microscopy Images},
author={Mingxuan Sun and Juntao Jiang and Zhiqiang Yang and Shenao Kong and Jiamin Qi and Jianru Shang and Shuangling Luo and Wanfa Sun and Tianyi Wang and Yanqi Wang and Qixuan Wang and Tingjian Dai and Tianxiang Chen and Jinming Zhang and Xuerui Zhang and Yuepeng He and Pengcheng Fu and Qiu Guan and Shizheng Zhou and Yanbo Yu and Qigui Jiang and Teng Zhou and Liuyong Shi and Hong Yan},
year={2025},
eprint={2505.20687},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2505.20687},
}