emannuell / headpose-gazefollowing

gaze following CNN based on head pose estimation

Gaze Following - Determinar a direção do olhar

=> based on head pose estimation

Determinar a direção do olhar pode ter diversas aplicações em diferentes setores da economia. Este repositório tem como objetivo estimar a direção do olhar com base na estimativa de pose da cabeça. O dataset repopulado está disponível no formato .txt na pasta /dataset.

Installation

Use the package manager pip to install required packages.

pip install -r requirements.txt

Download model from GoogleDrive to:

model\

Usage

Change video path, or replace the string with number 0 as integer to work with webcam, and run:

python test_realtime.py

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

Licença para uso não-comercial, apenas fins academicos. Repositório baseado em GazeFollowing

headpose-gazefollowing's Issues

Face detection based on deep learning and data set

Hi, can I help you with two questions?

1. How does the txt file in the data set add the three Angle values of the head pose estimation? Can I expose the code?
2. The machine learning model based on Haar features is not very accurate for detecting faces in small images or side faces or video frames.
   Face_detector = FaceDetectorSSDMobilenetV2, please () this line of code should be used for face detection method based on depth of learning, Specifically, the SSD (Single Shot MultiBox Detector) model combined with MobilenetV2 network architecture is used for face detection. Have you implemented this part? Can you provide the code? Thank you so much.