Dataset

这个仓库用来收集整理一些数据集

请注意：部分数据集经实验需要已进行预处理，请自行甄别，如需原始数据，请从官网下载。

• 图像分类

  • 花卉数据集 https://pan.baidu.com/s/1b_t9zkQfKAUD91Vq8b0FAA?pwd=8888
  • mnist https://pan.baidu.com/s/1-VKwIowSQv-E2mevQPzqRQ?pwd=8888
  • cifar-10 https://pan.baidu.com/s/1jKsMeoLGlqK8ql4fXuQTkQ?pwd=8888
  • kitti_tiny https://pan.baidu.com/s/1DC3zPjHOqVASDdjz64O5eg?pwd=8888

• 目标检测

  • COCO2017 https://pan.baidu.com/s/1Axp52qsY4CiCqyfHlRqUfQ?pwd=8888

  • VOC2007(原始格式) https://pan.baidu.com/s/1kf-0iMtwdSfwm5fle5vwxw?pwd=8888

  • VOC2007(处理过/txt标签格式) https://pan.baidu.com/s/1uZFzJKz4uGrYuHQa252Jgg?pwd=8888

  • VisDrone https://pan.baidu.com/s/1TtCmd2vlSZKawu947AFlsg?pwd=8888

  类别数：10 包含类别：行人、人物、自行车、车辆、面包车、卡车、三轮车、遮阳篷三轮车、公交车、摩托车

  论文地址：https://arxiv.org/pdf/2001.06303.pdf

  • DOTA(v2.0) https://pan.baidu.com/s/1bPcvrFKDN-zI8FGn9982sw?pwd=8888

  • DOTA(v1.0) https://pan.baidu.com/s/16EjPvfSSSk2bVLI5WiFBCw?pwd=8888

  • 王者荣耀数据(自标) https://pan.baidu.com/s/1o08jn8J-kgeumxasmzOWFQ?pwd=8888

  • fair1m_1_5.tar https://pan.baidu.com/s/1fQ9krMVH7mAw5TPMDbJNDQ?pwd=8888

  • Xview https://pan.baidu.com/s/1oOxVD0cvsIAEzmDs0U42eQ?pwd=8888

  • ship_detection_online(舰船检测-sar图像) https://pan.baidu.com/s/1Wjx2F1xFcn8NsXaEYqKRXg?pwd=8888

  • aircraft(机场-飞机检测) https://pan.baidu.com/s/1zu0FMdnp0rwoIDy-xrfd2Q?pwd=8888

  • CARPK(纯车辆检测-可见光-无人机40米俯拍) https://pan.baidu.com/s/1CwozpF0D6aHlchKfyx0bQQ?pwd=8888

• 红外-可见光融合检测数据集

  • TNO

    文献：The TNO Multiband Image Data Collection(报告形式) https://figshare.com/articles/dataset/TNO_Image_Fusion_Dataset/1008029

  • INO

    https://www.ino.ca/en/technologies/video-analytics-dataset/videos/

  • RoadScene

    https://github.com/hanna-xu/RoadScene

  • MSRS

    https://github.com/Linfeng-Tang/MSRS

  • LLVIP

    文献：LLVIP: A Visible-infrared Paired Dataset for Low-light Vision https://bupt-ai-cz.github.io/LLVIP/

  • M3FD

    文献：Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection https://github.com/JinyuanLiu-CV/TarDAL

  • VisDrone-DroneVehicle

    文献：Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning https://github.com/VisDrone/DroneVehicle

• 图像分割

  • DeepGlobe(遥感影像道路分割) https://pan.baidu.com/s/1chOnMUIzcKUzQr1LpuJohw?pwd=8888

• 目标跟踪

  • MOT15 https://pan.baidu.com/s/1foGrBXvsanW8BI4eybqfWg?pwd=8888

• Tsp(旅行商问题)

  • TSPLIB https://pan.baidu.com/s/1z5XY9QJHqwdswwIsJiIlPg?pwd=8888

• 其它数据集调研整理(仅调研)

  • 无人机遥感小目标检测数据集
    • DroneVehicle https://github.com/VisDrone/DroneVehicle
    • AU-AIR https://bozcani.github.io/auairdataset
    • VisDrone https://github.com/VisDrone/VisDrone-Dataset
    • NWPU VHR-10 https://pan.baidu.com/s/1VxooSn4TL3TldCgNx6YK4Q?pwd=d4bs
    • UAVDT https://sites.google.com/view/grli-uavdt
    • ITCVD https://eostore.itc.utwente.nl:5001/fsdownload/zZYfgbB2X/ITCVD
    • DOTA https://captain-whu.github.io/DOTA/dataset.html
    • CARPK https://lafi.github.io/LPN/ (纯车辆类别)
  • 卫星遥感小目标检测数据集
    • RSOD https://github.com/RSIA-LIESMARS-WHU/RSOD-Dataset-
    • xView https://pan.baidu.com/s/1ARrcDpwksCXfcs-YZVQ4EA?pwd=8888
    • TGRS-HRRSD https://github.com/CrazyStoneonRoad/TGRS-HRRSD-Dataset
    • DIOR https://pan.baidu.com/s/1Sxo5rWq7F3sq49mjDqZhtg?pwd=RSAI
    • VEDAI https://downloads.greyc.fr/vedai/