https://github.com/arturogonzalezm/fire_detector
https://github.com/arturogonzalezm/fire_detector
cnn deep-learning go golang neural-networks object-detection singleton-pattern
Last synced: 9 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/arturogonzalezm/fire_detector
- Owner: arturogonzalezm
- License: mit
- Created: 2024-08-08T00:27:39.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-08T13:36:52.000Z (about 1 year ago)
- Last Synced: 2025-01-02T08:14:42.612Z (10 months ago)
- Topics: cnn, deep-learning, go, golang, neural-networks, object-detection, singleton-pattern
- Language: Go
- Homepage:
- Size: 163 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Fire Detection System
This project implements a fire detection system using the Go programming language and the OpenCV (gocv) library. The system processes video frames to detect fire based on color and brightness masks and checks for flickering.
## Project Structure
- `cmd/` - Contains the main executable
- `main.go` - The entry point of the application
- `pkg/` - Contains the library code
- `detect/` - Contains the detection logic
- `detector.go` - Base detection logic
- `fire_detector.go` - Fire detection logic
- `utils/` - Contains utility code
- `logger.go` - Logging setup
- `singleton.go` - Singleton pattern implementation
## Design
```mermaid
sequenceDiagram
participant User
participant Main as main.go
participant Utils as utils/singleton.go
participant Detect as detect/fire_detector.go
participant OpenCV as gocv
User->>Main: Start Application
Main->>Utils: Setup Logger
Main->>Utils: Initialize Singleton
Utils-->>Main: Webcam and Window Instances
Main->>OpenCV: Open Webcam
OpenCV-->>Main: Webcam Instance
Main->>OpenCV: Create Window
OpenCV-->>Main: Window Instance
Main->>OpenCV: Read Frame
OpenCV-->>Main: Frame
Main->>Detect: Detect Fire
Detect->>OpenCV: Convert to HSV
Detect->>OpenCV: Create Color Mask
Detect->>OpenCV: Convert to Gray
Detect->>OpenCV: Create Brightness Mask
Detect->>OpenCV: Combine Masks
Detect->>OpenCV: Check Flickering
Detect-->>Main: Fire Detected?
Main->>OpenCV: Draw Fire Box
Main->>OpenCV: Display Frame
Main->>User: Show Result
```
## Getting Started
### Prerequisites
- Go programming language installed
- OpenCV library installed with Go bindings (gocv)
### Installation
1. Clone the repository:
```sh
git clone hhttps://github.com/arturogonzalezm/fire_detector.git
cd fire_detector
```