1.0 KiB
1.0 KiB
Real-time object detection application
Web application for real-time object detection on video streaming via web browser.
Installation
Create and activate an virtual environment, as follows:
$ cd cloned/directory/
$ python -m venv env
$ env/Scripts/activate
After have installed and activated the environment, install all the dependencies:
$ pip install -r requirements.txt
After that, you can run the following command and access the application at 127.0.0.1:5000 on your browser.
$ python application.py
obs.: This application was tested only on Google Chrome.
Usage
- Camera preview: Enables and disables the webcam preview.
- Run detection model: Enables and disables the detection model.
- Exposure: Buttons which increase or decrease camera exposure stops by 1.
- Contrast: Buttons which increase or decrease camera contrast stops by 4.
- Reset camera: Reset all camera settings based on camera_settings.log file.