├── README.md ├── data_list.txt └── image.png /README.md: -------------------------------------------------------------------------------- 1 | # SIXray：A Large-scale Security Inspection X-ray Benchmark for Prohibited Item Discovery in Overlapping Images 2 | 3 | [[Paper]](https://arxiv.org/pdf/1901.00303.pdf) [[code]](https://github.com/MeioJane/CHR) 4 | 5 | ## INTRODUCTION 6 | The SIXray dataset is constructed by Pattern Recognition and Intelligent System Development Laboratory, University of Chinese Academy of Sciences. 7 | ![Illustration](image.png) 8 | The SIXray dataset contains 1,059,231 X-ray images which are collected from some several subway stations. There are six common categories of prohibited items, namely, gun, knife, wrench, pliers, scissors and hammer. 9 | To study the impact brought by training data imbalance, we construct three subsets of this dataset, and name them as SIXray10, SIXray100 and SIXray1000 10 | On the entire dataset, we use the image-level annotations provided by human security inspectors. In addition, on the testing sets, we manually add a bounding-box for each prohibited item to evaluate the performance of object localization. 11 | ## LICENSE 12 | * The images and the corresponding annotation results for download are part of UCAS SIXray dataset. 13 | * The images and the corresponding annotation results can only be used for ACADEMIC PURPOSES. NO COMERCIAL USE is allowed 14 | * Copyright © Pattern Recognition and Intelligent System Development Laboratory, University of Chinese Academy of Sciences (UCAS-PRISDL). All rights reserved. 15 | 16 | All publications using SIXray dataset should cite the paper below: 17 | 18 | ```bibtex 19 | @INPROCEEDINGS{Miao2019SIXray, 20 | author = {Miao, Caijing and Xie, Lingxi and Wan, Fang and Su, chi and Liu, Hongye and Jiao, jianbin and Ye, Qixiang }, 21 | title = {SIXray: A Large-scale Security Inspection X-ray Benchmark for Prohibited Item Discovery in Overlapping Images}, 22 | booktitle = {CVPR}, 23 | year = {2019} 24 | } 25 | ``` 26 | 27 | ## DOWNLOAD 28 | * Download all the dataset from [here](https://pan.baidu.com/s/1zSbpapRURc9Uzjl-1ZWI_w) 29 | * Download all the positive annotation from [here](https://pan.baidu.com/s/1ZNxsYWdVXHyDGG5EvVeadQ) 30 | * If you can not download from the first way, you can download from the link in ``` data_list.txt``` 31 | 32 | -------------------------------------------------------------------------------- /data_list.txt: -------------------------------------------------------------------------------- 1 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/Annotation.zip 2 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/ImageSet.zip 3 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz00 4 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz01 5 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz02 6 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz03 7 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz04 8 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz05 9 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz06 10 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz07 11 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz08 12 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz09 13 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz10 14 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz11 15 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz12 16 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz13 17 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz14 18 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz15 19 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz16 20 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/JPEGImage.tar.gz17 21 | http://aivc.ks3-cn-beijing.ksyun.com/data/public_data/SIXray/positive-Annotation.zip 22 | -------------------------------------------------------------------------------- /image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MeioJane/SIXray/1726c850eeacd323ba11e35c3fe4acf0c636a558/image.png --------------------------------------------------------------------------------