This program recognises hand gestures and controls the media player accordingly. This is done using pyautogui
library which helps to press keys to perform
operations like volume up/down, forward, reverse etc.
The model is trained using the Squeezenet Model and the accuracy is almost 100%.
- Volume Down
- Volume Up
- Fast Forward
- Reverse
- Clone the repo.
$ git clone https://github.com/Kaushal-Dhungel/hand_gesture_media_player.git
- Install the dependencies
$ pip install -r requirements.txt
- Collect images for training.
$ python3 gather_images.py
- Train the model
$ python3 train.py
- Run the media player and control it using the hand gestures.
$ python3 play.py