YOLOv8-MPEB
收藏Figshare2024-03-17 更新2026-04-08 收录
下载链接：
https://figshare.com/articles/dataset/Helmet_and_Reflective_Clothing_Dataset/25415851/2
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资源简介：
The dataset contains 6680 images and 35166 tags organized into four categories: 'head', 'helmet', 'other_clothes' and other_clothes" and "reflective_clothes". The "head" category has 4899 tags, "helmets" has 15,022 tags, "other_clothes" has 9903 tags, and "reflective_clothes" has 5352 tags.YOLOv8-MPEB is based on an improved UAV image small target detection algorithm for YOLOv8. Four improvements are made: Firstly, the lightweight MobileNetV3 backbone network replaces the CSPDarknet53 (Cross Stage Partial Darknet53) backbone network. Secondly, the small target detection layer is designed. Thirdly, the EMA (Efficient Multi-Scale Attention) attention mechanism is added to the C2f backbone network. Finally, the bidirectional pyramidal network of neck features, BiFPN, is utilized.
提供机构：
Cui, Chuang
创建时间：
2024-03-16
