Inspiration
India has the highest number of road accidents in the world. This doesn’t only include road accidents but also many violent crimes such as violence, harassment, robbery, etc. Reports show that around 7.5 cases are shut down due to a lack of proper evidence. A lack of evidence can essentially put an end to a person's legal case. Not only the lack of proof delays justice but also the authorities aren’t contacted. Many times, the police department shows up after hours at the crime scene. Thus India requires a much smarter way to report crimes and provide justice to the citizens. The issue of unreported crimes is a significant concern in many societies. Addressing this issue requires efforts to create a safe environment for reporting and to educate the public about the importance of reporting crimes to ensure justice and public safety.
What it does
The solution proposes the idea to make the cameras on the streets smarter. Using technologies such as artificial intelligence, machine learning, and computer vision in the CCTV cameras on roads will make it feasible.
How we built it
The model will detect violent activity using different training data. After the detection of violent acts, the model can report to the relevant authorities the video of the crime. This will also give them hardcore evidence, and the authorities can reach the spot easily.
Challenges we ran into
Gathering accurate and relevant data stands as the cornerstone of this project, and it is a challenge that requires our utmost attention. Furthermore, the model's testing and training demand precision in predictions, which presents yet another significant challenge. Thus, we must perform extensive testing to achieve improved accuracy.
Accomplishments that we're proud of
Based on the data gathered, the prototype of the model has demonstrated exceptional accuracy and precision values. This translates to more reliable and precise predictions, which can ultimately have a positive impact on individuals and communities alike. The potential benefits of this technology are vast and far-reaching, ranging from improved decision-making processes to increased efficiency and productivity in various industries.
What we learned
Through our studies, we have discovered the immense value of image classification in various industries. By gathering relevant data sets and utilizing advanced modeling techniques, this project can help to ensure safety and security. This model has the potential for a secure future.
What's next for Smart City Crime Detector
We firmly believe that the current project has the capacity to significantly benefit people. With its speedy, cost-effective, and efficient approach, it offers a promising solution. We are committed to ensuring that this project reaches its full potential and positively impacts the crime rates.
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