monster-monash/FruitFlies
收藏Hugging Face2025-04-14 更新2025-04-26 收录
下载链接：
https://hf-mirror.com/datasets/monster-monash/FruitFlies
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资源简介：
FruitFlies数据集包含34,518个单变量时间序列，每个序列长度为5,000，代表了三种果蝇的翅膀振动的声学录音。这些录音是单通道的，采样频率为8 kHz，每个录音略超过半秒的数据。该数据集使用专门的红外传感器来检测昆虫翅膀的振动进行录制。学习任务是依据这些录音识别果蝇的种类。此版本的数据集已经被分成分层随机交叉验证折。
The FruitFlies dataset consists of 34,518 univariate time series, each of length 5,000, representing acoustic recordings of wingbeats for three species of fruit fly. The recordings are single channel with a sampling rate of 8 kHz (i.e., each recording represents just over half a second of data). The recordings are made using a specialised infrared sensor which detects the vibrations of the wings of the insects. The learning task is to identify the species of fly based on the recordings. This version of the dataset has been split into stratified random cross-validation folds.
提供机构：
monster-monash
