tactus-data 1.2.0

Threatening activities classification toward users' security

TACTUS - data pipeline

Threatening activities classification toward users' security

Useful ressources

• Write a better commit message
• PEP 8 – Style Guide for Python Code

Installation

Hardware accelerated Torch

You can install torch and torchvision with cuda via pip. Get the pip install command from the official website.

tactus-data

You can create an editable install of this library (see more) with the following command:

python -m pip install tactus_data

The library will be added to your Python's import path and you will be able to import this package from anywhere using

import tactus_data

Data sources

name	description	url	handled in the data pipeline
UT-Interaction Dataset​	This dataset contains videos of continuous executions of 6 classes of human-human interactions: shake-hands, point, hug, push, kick and punch.	https://paperswithcode.com/dataset/ut-interaction	✅
Surveillance camera fights dataset​	This dataset is benefited for developing a fight detection system which is aimed to use in surveillance cameras in public areas such as streets, underground stations and more.	https://github.com/seymanurakti/fight-detection-surv-dataset	🚫
UCF-Crime​	It consists of 1900 long and untrimmed real-world surveillance videos, with 13 realistic anomalies including Abuse, Arrest, Arson, Assault, Road Accident, Burglary, Explosion, Fighting, Robbery, Shooting, Stealing, Shoplifting, and Vandalism. These anomalies are selected because they have a significant impact on public safety.​	https://paperswithcode.com/dataset/ucf-crime	🚫
Weapon detection dataset​	This dataset contains various categories of knives, guns, and other weapons with their annotations​	https://github.com/ari-dasci/OD-WeaponDetection	🚫
Anomaly Detection Dataset​	This dataset contains training and test videos for abuse detection​	https://www.dropbox.com/sh/75v5ehq4cdg5g5g/AABvnJSwZI7zXb8_myBA0CLHa?dl=0	🚫
Hockey Fight Detection Dataset​	It’s a video database containing 1000 sequences divided in two groups: fights and non-fights​	https://paperswithcode.com/dataset/hockey-fight-detection-dataset	🚫
Real life violence situation dataset	This dataset contains about 1000 videos of real street fights as well as non-fights.​	https://www.kaggle.com/datasets/mohamedmustafa/real-life-violence-situations-dataset	🚫