rendi.eka.putra/People-Counting-in-Real-Time
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# People-Counting-in-Real-Time # People-Counting-in-Real-Time
> People Counting in Real-Time using live video stream/IP camera in OpenCV. People Counting in Real-Time using live video stream/IP camera in OpenCV.
> This repo is a simple improvement/modification to https://www.pyimagesearch.com/2018/08/13/opencv-people-counter/ > This repo is an improvement/modification to https://www.pyimagesearch.com/2018/08/13/opencv-people-counter/
> Refer to added [Features](#features). Also, added support for an IP camera.
<div align="center"> <div align="center">
<img src=https://imgur.com/tZYiOkt.gif" width=600> <img src=https://imgur.com/tZYiOkt.gif" width=600>
@ -47,7 +49,7 @@ python run.py --prototxt mobilenet_ssd/MobileNetSSD_deploy.prototxt --model mobi
``` ```
> To run inference on an IP camera: > To run inference on an IP camera:
- Setup your camera url in 'run.py': - Setup your camera url in 'run.py':
```javascript ```
# the following is an ip camera url example # the following is an ip camera url example
# just enter your camera url and it should work # just enter your camera url and it should work
url = 'http://191.138.0.100:8040/video' url = 'http://191.138.0.100:8040/video'
@ -68,16 +70,23 @@ The following are some of the added features. Note: You can easily on/off them i
- This is pretty useful considering the COVID-19 scenario. - This is pretty useful considering the COVID-19 scenario.
<img src="https://imgur.com/35Yf1SR.png" width=400> <img src="https://imgur.com/35Yf1SR.png" width=400>
- Note: To setup the sender email, please refer the instructions inside 'mylib/mailer.py' - Note: To setup the sender email, please refer the instructions inside 'mylib/mailer.py'. Setup receiver email at the start of 'run.py'.
***2. Scheduler & Timer:*** ***2. Scheduler:***
- Automatic scheduler to start the software. This is extremely useful in a business scenario, for instance, run it only at your desired time (9-5?). - Automatic scheduler to start the software. Configure to run at every second, minute, day, or Monday to Friday.
- Stop running after a certain time, e.g., 30 min or 9 hours from now. - This is extremely useful in a business scenario, for instance, you can run it only at your desired time (9-5?).
```javascript - Variables and memory would be reset == less load on your machine.
```
##Runs at every day (9:00 am). You can change it. ##Runs at every day (9:00 am). You can change it.
schedule.every().day.at("9:00").do(run) schedule.every().day.at("9:00").do(run)
``` ```
```javascript
***3. Timer:***
- Configure stopping the software after a certain time, e.g., 30 min or 9 hours from now.
- All you have to do is set your deired time and run the script.
```
if Timer: if Timer:
# Automatic timer to stop the live stream. Set to 8 hours (28800s). # Automatic timer to stop the live stream. Set to 8 hours (28800s).
t1 = time.time() t1 = time.time()
@ -85,7 +94,8 @@ if Timer:
if num_seconds > 28800: if num_seconds > 28800:
break break
``` ```
***3. Simple log:***
***4. Simple log:***
- Logs all data at end of the day. - Logs all data at end of the day.
- Useful for footfall analysis. - Useful for footfall analysis.
<img src="https://imgur.com/CV2nCjx.png" width=400> <img src="https://imgur.com/CV2nCjx.png" width=400>