If you have ideas or improvements, feel free to submit a pull request. We welcome collaboration on a serious note; if you're interested in significant contributions, please contact us to discuss
SAL is an advanced software solution aimed at enhancing the safety and driving experience on New Zealand's roads. By integrating state-of-the-art lane detection technology, SAL offers a seamless and effective way to monitor lane adherence, helping drivers maintain safe driving practices. Our goal is to provide this innovative tool free of charge for vehicles undergoing their next Warrant of Fitness, contributing to safer and more reliable roadways across New Zealand.
SAL(Save a Life) is an advanced software solution designed to enhance road safety by leveraging cutting-edge lane detection technology and real-time driver monitoring. Developed using state-of-the-art statistical analysis and modeling techniques, SAL aims to proactively prevent accidents caused by unintended lane departures and driver inattentiveness.
Advanced Lane Detection: Utilizes Gaussian Mixture Models (GMM) and Hidden Markov Models (HMM) to achieve precise lane detection with accuracy rates exceeding 90%. SAL reliably identifies lane boundaries and tracks vehicle positioning under diverse environmental conditions. Real-Time Driver Monitoring: Incorporates Bayesian inference and machine learning algorithms, such as Support Vector Machines (SVM) and Random Forests, to model and predict driver behavior. This allows for the detection of distractions and drowsiness, enabling proactive safety interventions. Seamless Integration: Integrates via a dedicated microchip that processes up to 1000 data points per second, facilitating real-time decision-making and adaptive control. SAL supports seamless integration with existing vehicle systems without the need for additional hardware. Simulation and Validation: Validated through Monte Carlo simulations replicating real-world driving scenarios, demonstrating a 30% reduction in lane departure incidents. Simulation metrics include mean time between failures (MTBF) and risk reduction percentages.
To install and use SAL, follow these steps:
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Clone the Repository:
git clone https://github.com/yourusername/SAL.git cd SAL -
Install Dependencies:
npm install
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Build the Project:
npm run build
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Run the Application:
npm start
Start the Software: Ensure that SAL is running and properly connected to your vehicle’s onboard diagnostic system. Verify the integration through the software interface.
Monitor Lane Detection: Observe SAL’s lane detection capabilities as it processes real-time video feeds from the vehicle's cameras. The system will display lane boundaries and vehicle positioning on the dashboard interface.
Respond to Alerts: Pay attention to any corrective actions or alerts issued by SAL. These alerts are designed to assist in maintaining safe driving practices by notifying the driver of potential lane departures or signs of driver inattentiveness.
SAL is open to contributions from those interested in enhancing the software. If you have ideas or improvements, feel free to submit a pull request. We welcome collaboration on a serious note; if you're interested in significant contributions, please contact us to discuss.
SAL is provided under a proprietary software license. By using this software, you agree to the terms outlined in the Software Licensing Agreement.
This Software Licensing Agreement ("Agreement") governs the use of the lane detection software ("Software") developed by [Licensor], hereinafter referred to as "Licensor."
Licensor grants Licensee a non-exclusive, non-transferable license to use the Software in accordance with the terms and conditions set forth in this Agreement.
Licensee shall not:
- Modify, adapt, translate, or create derivative works of the Software.
- Reverse engineer, decompile, disassemble, or otherwise attempt to derive the source code of the Software.
- Distribute, sublicense, lease, rent, or loan the Software to any third party without prior written consent from Licensor.
Licensor retains all rights, title, and interest in and to the Software, including all intellectual property rights therein.
THE SOFTWARE IS PROVIDED "AS IS," WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, AND NONINFRINGEMENT.
IN NO EVENT SHALL LICENSOR BE LIABLE FOR ANY INCIDENTAL, SPECIAL, INDIRECT, OR CONSEQUENTIAL DAMAGES ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THE SOFTWARE, WHETHER OR NOT LICENSOR HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
This Agreement shall be governed by and construed in accordance with the laws of New Zealand, without regard to its conflict of law principles.
This Agreement constitutes the entire agreement between the parties concerning the Software and supersedes all prior agreements and understandings, whether written or oral, relating to its subject matter.