Gun Detection Datasets

The largest gun dataset with 51K annotated images for detectoin, and other 51K images for classification

Source of Gun Images

The sources where we collect our gun image dataset include:

• We first collect a lot of gun images from the IMFDB website \cite{IMFDB} - a movie internet firearms database. Then we use a CNN-based gun detector to roughly label the data. Finally we manually check and relabel the inaccurate labels.
• We collect some images from publicly available websites of some of the papers \cite{Olmos,Lim,UCF}. Note that many of these images overlap with the first source and we have to manually clean them. The images from the video footages in \cite{UCF} are used in \cite{Lim}. We do not use most of them because their resolution is very low and different from real cameras.
• We deploy a few cameras in a private office and capture some gun detection data in a real scene. The data we collect this way is about a couple of thousands.
• Many negative samples for gun detection and classification are collected from the failed cases in our deployment cameras.

Terms

By downloading the LinkSprite gun detectiond dataset, the Receiving Entity agrees to:

• Cite the following publication (https://arxiv.org/abs/2105.01058)

  @misc{Linksprite_Gun_dataset,
  author = “Delong Qi, and Weijun Tan, and Zhifu Liu, and Qi Yao, and Jingfeng Liu”,
  title = “{A Gun Detection Dataset and Searching for Embedded Device Solutions”,
  Journal = {ArXiv preprint 2105.01058},
  Year = {2021}
  }
  

• No further distribution of the data without express written permission from LinkSprite. Instead, third parties should apply for the data to LinkSprite directly.

• Comply with the licensing terms stated below.

LinkSprite Gun Detection Dataset LICENSING

LinkSprite makes this Standard Reference Database available citing the attributions given in SOURCES.txt. LinkSprite understands the content has been made available under a Creative Commons variant. Should one or more samples be alternatively licensed then the owner or legal representative should contact LinkSprite via datasets@linksprite.com and identify particular images.

Users and prospective users of this database should: a) note binding licensing terms at https://creativecommons.org/licenses/ b) understand that the Database is subject to change at any time c) understand that the LinkSprite makes no guarantee or warranty of non-infringement

Please email datasets@linksprite.com to get access to the gun detection datasets.

Sample Images

• Sample images for gun detection

- Sample images for gun classification