PLACEHOLDER: multi_cam_compose_pro is used to take images in order to train a model
Project description
MultiCamComposePro - Manage multiple cameras using Python
MCCP
Overview
-
This project aims to capture images of objects from multiple camera angles and detect anomalies. It uses OpenCV for image capturing and provides a modular approach to manage camera configurations and image storage. Requirements
- Python 3.10
- OpenCV
- JSON for configuration
Installation
- Clone the repository:
git clone https://github.com/your_username/your_project_name.git
- Navigate to the project directory:
cd your_project_name
- Install the required packages:
pip install -r requirements.txt
Usage
Run the main.py script to start the application:
python main.py
Modules
camera.py
Class: CameraManager
Manages multiple cameras and captures images.
Loads camera configurations from a JSON file.
Sorts camera angles based on the configuration.
main.py
Function: main()
Orchestrates the camera identification, configuration, and image capturing process.
utils.py
Class: Warehouse
Manages object names and their anomalies.
Class: CameraIdentifier
Identifies and configures cameras.
Class: CameraConfigurator
Additional camera setup.
Configuration
camera_config.json: Holds the camera settings and order.
TODO
Make a modular grid of camera streams, i.e., not only a row but columns as well.
License
This project is licensed under the MIT License - see the LICENSE.md file for details.
Project details
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