Supplementary Repository S4

NIAID Data Ecosystem2026-03-14 收录

目标检测算法

模型训练优化

数据链接：

https://zenodo.org/record/5905453 数据链接链接失效反馈

官方服务：

资源简介：

Evaluation of MAIA and UnKnoT object detection with different adjustments to the training procedure based on IFeaLiD visualizations.

创建时间：

2022-10-13

Synthetic data generated in Unreal Engine 4

合成数据生成

目标检测算法

Dataset generated with Unreal Engine 4 and Nvidia NDDS. Contains 1500 images of each object: Forklift, pallet, shipping container, barrel, human, paper box, crate and fence.

DataCite Commons2022-08-12 更新110

Ablation experimental results on visdrone.

无人机目标检测

目标检测算法

With the widespread use of UAVs, UAV aerial image target detection technology can be used for practical applications in the military, traffic planning, personnel search and rescue and other fields. In

Figshare2024-03-27 更新70

Performance comparison of YOLOv5n and its enhanced versions incorporating the SSFF, MSFE, and ESTDL modules across object sizes.

目标检测算法

性能评估

Performance comparison of YOLOv5n and its enhanced versions incorporating the SSFF, MSFE, and ESTDL modules across object sizes.

Figshare2025-10-08 更新50

Comparison of the proposed method with Faster- RCNN, Retinanet, SSD, YOLOV3, YOLOV5, and YOLOX on the same dataset for each metric.

目标检测算法

计算机视觉基准

Comparison of the proposed method with Faster- RCNN, Retinanet, SSD, YOLOV3, YOLOV5, and YOLOX on the same dataset for each metric.

NIAID Data Ecosystem70

yolo_seg_labeled_data_for_small_toycar

驾驶模拟

目标检测算法

该数据集是一个用于小型遥控/玩具汽车的自动驾驶YOLO目标检测数据集。它包含了在停车场和赛道驾驶环境中捕获的图像的边界框标注。数据集由4个子集组成，总计约75,000张图像，每个子集都包含训练集、验证集和测试集，并以tar.gz压缩包形式提供。子集包括'parking_front'（前停车场环境，10,719张图像，3个类别）、'parking_rear'（后停车场环境，5,639张图像，3个类别

Hugging Face2026-04-14 更新70

Supplementary Repository S4

资源简介：

相关数据集