LifeLine Solutions
Although Hong Kong is a city with a low crime rate, crimes and mass gun shootings still exist in this world. Research shows: There is a 1 in 315 chance of being involved in a shooting(USA) and 1 in 2,499 chance of being involved in a stabbing during your entire lifetime. While the recent mass gun shootings events occurring continuously and so many innocent lives have been lost, combating gun violence with the new and latest technology is just as crucial to introducing gun control laws. These mass gun shootings occur daily and we believe its time for us to take steps towards making this world a safer place.
Our Services
Innovative
Solution
LifeLine Solution is a weapon-detection program designed to detect weapons in real-time in your environment automatically. Our mission is to end mass shootings and mitigate risk through the use of computer vision. We developed a system to detect weapons in public and alert the law enforcement authorities by generating an organised system notifications. Our implementation currently works for two of the most common weapons used
in day-to-day crimes - guns and knives. Once our system detects a gun or a knife in the video frame using computer vision, it is designed to send real-time alerts to the corresponding authorities.
We Respect Your Privacy
People might be worried about the constant surveillance andmonitoring. It depends on how much people value private information (personal data, faces) more than they value public safety.We will ensure we respect the privacy concerns of the users and follow the data regulations set by local bodies .
Secondly, they might be worried about possible false negatives (wrong alerts are sent) that might be triggered. To overcome this concern we can try to achieve high accuracy rate with our machine learning models (upto 99%) and make people understand the bigger picture of public security.
Saving Lives
Our solutions aim to curtail gun shootings and reduce the casualties in such events. With our solution systems in place, we believe the law enforcement officers are alerted in a systematic way with accurate information directly, and can therefore arrive at the crime scences much faster as they will receive alerts in real-time. Therefore we focus on reducing the reaction time of authorities and helping them reach to the crime scenes immediately. By improving the reaction rate, we will definitely be able to reduce casualties. Therefore, this is how we believe our solution can help in fiting gun violence.
How it works?
Our Solution leverages computer vision A.I algorithms from GoogleCloud AutoML and Machine Learning(ML). The fundamental concept behind our solutions is Object Detection using Machine Learning. Currently, our solutions harness the broad knowledge of Google Cloud AutoML. However, in the future, we would have our own trained ML models from a vast array of weapons pictures datasets. We will train the model based on these pictures and hence be able to recognise more weapons and knives that what AutoML is able to do.
Promotion
Our proposed solution has 2 phases for implementation. At present, Lifeline 1.0(raspberry pie + camera module with AutoML) is ready to be deployed immediately. Depending on the scale of implementation by the client,
corresponding units can be produced accordingly. In the second phase, Lifeline 2.0 tries to use existing security cameras and on top of camare feed we would run a camera agnostic software to check for weapons(guns and knives) with the help of customer machine learning models on a nearby system nearby(training the datasets currently)
Support Consulting
A small company like us may not be able to change the entire world, but with your help and support, we actually can!!!!
"We are dedicated to saving lives by reducing the prevailing Gun Violence"
Amruth
CEO and Co-founder of LifeLine Solutions
John Yim
COO and Co-founder of
LifeLine Solutions