无人机检测数据集

1. 简介该数据集是经处理后的无人机检测专用数据集，改编自 Maciej Pawełczyk 和 Marek Wojtyra 策划的原始数据集，采用 COCO 风格格式构建，可高效适配现代深度学习流程；包含带边框标注的 RGB 图像，标注规范且兼容主流检测模型，专为无人机探测任务设计，适用于多环境、多光照条件下的无人机探测与监控研究，为相关物体检测模型的训练与评估提供标准化数据支撑

1. Introduction
This is a specialized dataset for drone detection, adapted from the original dataset curated by Maciej Pawełczyk and Marek Wojtyra. Constructed in COCO-style format, it can be efficiently adapted to modern deep learning workflows. The dataset contains bounding-box annotated RGB images, with standardized annotations compatible with mainstream detection models, and is specifically designed for drone detection tasks. It is applicable to drone detection and monitoring research under diverse environments and lighting conditions, providing standardized data support for the training and evaluation of relevant object detection models.

搜集汇总

背景与挑战

背景概述

该数据集是一个无人机检测专用数据集，采用COCO风格格式构建，包含RGB图像和边框标注文件，适用于多环境、多光照条件下的无人机探测与监控研究。