neha07kumari / Thief_Detection

This project helps to detect whether a person coming to your house is a thief or not , while you are away from your house enjoying your holiday or a trip.
https://neha07kumari.github.io/Thief_Detection/
Mozilla Public License 2.0
6 stars 14 forks source link

Thief Detection : Person's Behavior / Actions #9

Open prathimacode-hub opened 2 years ago

prathimacode-hub commented 2 years ago

Description

Welcome to 'Thief -Detection', good to see you here.

With this issue, the readers will get to know on how to detect a thief with person's behavior and actions. Add 1-2 inputs for it.

It's an interlinked issue with earlier issue of Thief Detection. Discuss with the collaborator assigned to issue number - 6 and work accordingly

To get assigned to this issue, add your participant id mentioned in this spreadsheet and the approach you would follow.

Points to Note :

This issue is only for 'SWOC' contributors

Domain

Data Science

Code of Conduct

kkg2001 commented 2 years ago

I want to work on this issue #9

Vanshikagoel0012 commented 2 years ago

Hey i want to take this pr.

prathimacode-hub commented 2 years ago

This is an issue not a PR. Ok, so tell me your approach and participant id to get it assigned. @Vanshikagoel0012

Vanshikagoel0012 commented 2 years ago

okay, I will use unsupervised learning participant id-1093

prathimacode-hub commented 2 years ago

Ok, issue assigned to @Vanshikagoel0012. As mentioned, discuss with collaborator assigned to issue number - 6 and work accordingly since issue is interlinked. Add 1-2 inputs which are person's behavior and actions to get this done. @Vanshikagoel0012

Vanshikagoel0012 commented 2 years ago

oka

prathimacode-hub commented 2 years ago

Its been nearly more than 20days. Kindly update the progress and it should be done by now. If you're stuck anywhere, we're here to help out. @Vanshikagoel0012

Vanshikagoel0012 commented 2 years ago

oka will submit it by tommorrow

Vanshikagoel0012 commented 2 years ago

Hey @prathimacode-hub can you please give me layout how to get started on this as this don't have any dataset

Vanshikagoel0012 commented 2 years ago

??? @prathimacode-hub

prathimacode-hub commented 2 years ago

Yes, this issue is continuation of person who is detected as thief or not. Based on intruder's action, we detect him to be a thief. Especially a thief uses a short cut methods or use unsual path, get tensed. Here we can also include computer vision too to see facial recognitions @Vanshikagoel0012

prathimacode-hub commented 2 years ago

So you focus on behavior and actions as unusual path is already done. You can get any public datasets which has facial recognitions that are relevant to this context. @Vanshikagoel0012

Vanshikagoel0012 commented 2 years ago

oka,thank you!

Vanshikagoel0012 commented 2 years ago

I just have to upload a python file and dataset right?

prathimacode-hub commented 2 years ago

Yes, actually you have to integrate in the existing code and dataset is uploaded separately in respective space. @Vanshikagoel0012

Vanshikagoel0012 commented 2 years ago

I am not able to find dataset for this and where I have to integrate I didn't get it please explain

prathimacode-hub commented 2 years ago

You can get it in Kaggle. There are facial recognition datasets. Download them and filter it according to behavioral actions that might help us in this project. Integrating means into the main file. Its all a single project so it should be done in the existing file. Create your application separately and embed it into main file. You can refer to the existing code. @Vanshikagoel0012

Vanshikagoel0012 commented 2 years ago

So basically I have to get a dataset from anywhere and then train it for facial recognition and then add the python file only to the main file right?

prathimacode-hub commented 2 years ago

Yes exactly. @Vanshikagoel0012

Vanshikagoel0012 commented 2 years ago

hey, I have submitted my pull request please have a look and tell me if any changes you want @prathimacode-hub