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Impresario: An AI-powered Smart City Manager

~Intelligent AI solution for all the fast-moving cities.

Our (Build Future AI) excellence in AI development enables cities to become smarter, more advanced, and more intelligent, considering present-day needs. We have developed ‘Impresario’ as a fusion of an AI-powered video analytics system, an intelligent transport system, moving violation detection, and a centralized city view. Impresario is what a smart city needs.

Impresario | Build Future AI | Custom AI Development Company

About THE Client

Impresario was a thoughtful and well-required project for making the cities smarter, managed, systematic, and regulated. The board of directors made this proposal under the smart city project, employing technology’s revolutionary presence and integration. We must keep the city’s name private per our project agreement and bond signed. But we will declare what we have delivered and its impact.

statistics

This pie chart symbolizes the symphony of innovation and positive solutions key to the project’s successful development. Each chart segment depicts a certain improvement we have achieved with our project deployment.

Improvement in Traffic Management
0 %
Reduction in the City's Crime Rate
0 %
Accuracy in Motion Violation 
0 %
Precise Littering Detection
0 %

our solutions

We offered a completely scalable smart city AI-powered solution that assisted several cities’ operations and managerial criteria. We developed ‘Impresario’ as an AI-enabled video analytics system, intelligent transport system, moving vehicle violation detection, and environment monitoring assistance for the city’s effective regulations and better performance.

Impresario | Build Future AI | Custom AI Development Company

Intelligent Transport System

Impresario has an automatic number plate recognition (ANPR) system that detects and identifies suspects, unwanted vehicles, and nonstandard number plates.

Impresario | Build Future AI | Custom AI Development Company

Video Analytics System

Our development allows operators to access uninterrupted recordings, security operations, and law enforcement. It automatically detects overcrowding, unattended baggage, and perimeter intrusions.

Impresario | Build Future AI | Custom AI Development Company

Moving Violation Detection

We employed the ITVD (Intelligent Traffic Violation Detection) technique powered by machine learning and computer vision algorithms to detect violations of vehicles’ traffic rules.

Impresario | Build Future AI | Custom AI Development Company

Centralized Bird's Eye View

From traffic control to citizens’ safety, operators can remain alert to situational awareness, garbage overfills, water logging, traffic congestion, illegal parking, hazardous escape, etc.

Impresario | Build Future AI | Custom AI Development Company

Environment Monitoring

Our development analyzes data on greenhouse gas emissions, weather patterns, air pollution, and other environmental factors. Machine learning can forecast a city’s real-time pattern, air quality index, etc.

Impresario | Build Future AI | Custom AI Development Company

Robust security system

Impresario | Build Future AI | Custom AI Development Company

Smart Transport Mobility

Impresario | Build Future AI | Custom AI Development Company

Centralized City View

Problem Statement

The board of directors for the smart city project approached us to develop and integrate an AI-powered video analytics system that provides continuous viewing and recording and enables security operators. It also allows for automatic recognition of number plates and identification of suspected vehicles and non-standardized number plates. Additionally, the directors wanted the system to track moving violations with 100% accuracy.

This development should also assist the city in monitoring its environment and provide operators with a bird’s-eye view. Their main concern was the seamless installation of this “AI-enabled smart city manager.” They were worried about this development’s installation process, performance, ability, and stability. Sometimes, the entire operation fails within a week or a month, and they want to avoid taking risks on this project.

Impresario | Build Future AI | Custom AI Development Company

Our Approach

We at Build Future AI first analyze the project, understand the parameters to maintain, and how to put all the requirements together. As per the guidelines and instructions made by the board members, we discussed the whole project with our team and how we could make it stand out, fulfilling all demanded requests. Our expert developer’s team invested ten days to analyze each minute detail associated with the project, creating a blueprint for how it should work when it is finally deployed. Our development underwent rigorous testing and cross-examination before its final installation to avoid any immediate malfunctioning. We provide 24/7 customer support and maintenance to not hamper the city’s prominent surveillance and security measures.

Challenges We Faced

01 Integration Complexity

02 Performance Concerns

03 Accurate Motion Detection

04 Privacy and Data Security

05 Environment Data Accuracy

06 Regulatory Compliance

The Impact

Impresario | Build Future AI | Custom AI Development Company

Improved security and law enforcement

Video analytics integration improves security and allows a proactive approach towards law enforcement and rapid response to potential incidents. It ensures automatic detection of overcrowding, unattended baggage, and perimeter intrusions.

Impresario | Build Future AI | Custom AI Development Company

Upgraded Traffic Management System

The intelligent transport system features Automatic Number Plate Recognition (ANPR), which aids in identifying suspects, unwanted traffic, and non-standardized number plates. It also detects violations of traffic rules and ensures accurate tracking.

Impresario | Build Future AI | Custom AI Development Company

Situational Awareness Centralized City View

The centralized bird's-eye view enables operators to monitor several aspects of traffic control and quickly respond to the situational crisis, ensuring citizens' safety, waste management, water logging, etc.

Impresario | Build Future AI | Custom AI Development Company

Environmental Monitoring for Sustainable Living

Impresario's environment monitoring feature analyzes data on greenhouse emissions, weather patterns, and air quality. It enables directors to make informed decisions towards creating sustainable and smarter lives

Impresario | Build Future AI | Custom AI Development Company

Scalable Solution for Multiple Cities

Impresario offers scalable solutions to assist multiple cities in elevating their urban management, operations, and smart city initiatives. Its robust tech integration makes the city smarter, more efficient, and more advanced

Impresario | Build Future AI | Custom AI Development Company

Address Privacy and Data Security Concerns

Privacy and data security concerns can easily be addressed through anonymizing personal data, strict control, and seamless data encryption. It eliminates the risk associated with wide-city surveillance and other potential concerns

Impersario's Smart City Architecture

THE TECHNOLOGIESTECH STACK, WE DEPLOYED

AI FRAMEWORKS
Impresario | Build Future AI | Custom AI Development Company

LangChain

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LlamaIndex

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Open CV

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CV zone

HOSTING/MODELHUB
Impresario | Build Future AI | Custom AI Development Company
Impresario | Build Future AI | Custom AI Development Company

GooseAI

Impresario | Build Future AI | Custom AI Development Company

HuggingFace

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Replicate

FOUNDATION MODELS
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AnthropicAI

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OpenAI

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MistralAI

Impresario | Build Future AI | Custom AI Development Company

Llama2

Frontend Tech
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Streamlit

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Nextjs

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Gradio

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ChainLit

Vector Database
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Pinecone

Impresario | Build Future AI | Custom AI Development Company
Impresario | Build Future AI | Custom AI Development Company
Impresario | Build Future AI | Custom AI Development Company

ChromaDB

Frontend Hosting
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Vercel

Impresario | Build Future AI | Custom AI Development Company
Impresario | Build Future AI | Custom AI Development Company

Heroku

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Netlify

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