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https://github.com/surya-veer/movement-tracking
UP - DOWN - LEFT - RIGHT movement tracking.
https://github.com/surya-veer/movement-tracking
ai game machine-learning motion-detection opencv python
Last synced: about 1 month ago
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UP - DOWN - LEFT - RIGHT movement tracking.
- Host: GitHub
- URL: https://github.com/surya-veer/movement-tracking
- Owner: surya-veer
- Created: 2020-07-25T09:41:17.000Z (about 4 years ago)
- Default Branch: master
- Last Pushed: 2020-07-29T16:19:26.000Z (about 4 years ago)
- Last Synced: 2024-07-11T04:33:53.254Z (2 months ago)
- Topics: ai, game, machine-learning, motion-detection, opencv, python
- Language: Python
- Homepage:
- Size: 171 KB
- Stars: 367
- Watchers: 18
- Forks: 103
- Open Issues: 6
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome - surya-veer/movement-tracking - UP - DOWN - LEFT - RIGHT movement tracking. (Python)
README
# Realtime Face Movement Tracking 
90 Lines of code to convert your face movement into keyboard commands.
# Description
This is a basic face movement tracking that can convert face movement into keyboard commands like **UP - DOWN - LEFT - RIGHT**. I used facial landmarks to detect face and get the nose out of it for better referencing. I have created two versions of it, v1 is using a fixed reference boundary which not work expected properly because we need to come at the same position after each movement. To save this I created V2 which uses position change with respect to the previous position. This is more dynamic and easy to control the moves. No need to set position again and again.
## movement-v1.py
In version1, I used a fixed reference boundary. If nose reference is out of boundary then I calculate the direction of movement. After getting direction I am converting it into keyboard commands using the keyboard library.
## movement-v2.py
In version2, I am using reference change with respect to the previous position in a particular time window and then calculating the direction vector to get direction and converting it to keyboard command.
## Dependencies
This is the list of dependencies for running this application. Use pip to install them.
* **opencv**
* **keyboard**
```
$ pip install -r requirements.txt
```
## How to use
1. Download or clone this repository.
2. Extract to some location.
3. First, run **```movement-v1.py```** (for fix boundary) or run **```movement-v2.py```**(for dynamic movement)
NOTE: If you are getting 215 assertion failed!! on line 81 check this (https://github.com/surya-veer/movement-tracking/issues/4#issuecomment-664018021)
4. open any online atari game like Subway surfers or temple run.
5. Start doing movements to play game. It will press up-down-left-right based on your movements.
# Fun with face movements
Open any online game on the browser which needs UP-DOWN-LEFT-RIGHT movements following games, you can find many games if you search on google.
1. Subway surfer https://www.kiloo.com/subway-surfers/
2. Temple run https://m.plonga.com/adventure/Temple-Run-2-Online-Tablet
### You can do a lot more things by the small code change.
### ** SUPPORT OPEN SOURCE **