Skip to content

Commit

Permalink
added description
Browse files Browse the repository at this point in the history
  • Loading branch information
aliizadi committed Sep 9, 2022
1 parent 13b3197 commit 339b288
Show file tree
Hide file tree
Showing 8 changed files with 55 additions and 1 deletion.
56 changes: 55 additions & 1 deletion README.md
Original file line number Diff line number Diff line change
@@ -1 +1,55 @@
# Person Recognition
# Person Recognition

Designed and implemented Person Recognition System as Person Attendance Tracker
using face recognition methods to track and record person’s identities in the videos
captured from security cameras. Achieved more than 90% tracking and recognition
accuracy in non-occluded and more than 80% in occluded areas

## Dataset:
[chokepoint dataset](http://arma.sourceforge.net/chokepoint/)
![dataset](https://github.com/aliizadi/Person-Recognition/blob/main/figs/1.png)
<br />


## Results:

Tested on 6 sequences of trackings and results in terms of tracking and recognition accuracy.

<br />
![seq1](https://github.com/aliizadi/Person-Recognition/blob/main/figs/2.png)
tracking accuracy = 100%, recognition accuracy = 96%
<br />
<br />

<br />
![seq2](https://github.com/aliizadi/Person-Recognition/blob/main/figs/3.png)
tracking accuracy = 100%, recognition accuracy = 96%
<br />
<br />

<br />
![seq3](https://github.com/aliizadi/Person-Recognition/blob/main/figs/4.png)
tracking accuracy = 100%, recognition accuracy = 80%
<br />
<br />

<br />
![seq4](https://github.com/aliizadi/Person-Recognition/blob/main/figs/5.png)
tracking accuracy = 100%, recognition accuracy = 91%
<br />
<br />

<br />
![seq5](https://github.com/aliizadi/Person-Recognition/blob/main/figs/6.png)
tracking accuracy = 100%, recognition accuracy = 76%
<br />
<br />

<br />
![seq6](https://github.com/aliizadi/Person-Recognition/blob/main/figs/7.png)
tracking accuracy = 84%, recognition accuracy = 76%
<br />
<br />



Binary file added figs/1.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added figs/2.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added figs/3.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added figs/4.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added figs/5.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added figs/6.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added figs/7.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.

0 comments on commit 339b288

Please sign in to comment.