AI-Driven Chatbot for Parking Space Identification

AI Chatbot for Parkings for identifying unoccupied parking spaces is beneficial for a wide range of clients.

AI image processing

8 connected camera

Partner's Profile

Background

Shopping centers and malls in the Czech Republic have addressed the issue of customer service quality by providing real-time parking information. The company was looking for a proprietary solution to reduce the time visitors spend searching for parking spaces.

Objective

To develop a Telegram chatbot that shows free parking spaces in a parking lot. The solution may leverage the data collected for better planning and management of parking resources. By adopting this AI-driven solution, these clients can not only improve the convenience and efficiency of their parking facilities.

Solution

AI-driven chatbot designed to identify unoccupied spaces in a parking lot using image recognition techniques. The system leverages a camera installed to cover parts of the parking lot and processes images to determine vacant spots.

The AI-driven chatbot for identifying unoccupied parking spaces demonstrates the effective use of image processing and AI techniques in solving real-world problems. By leveraging a camera-based system and sophisticated algorithms for image analysis, the solution provides a practical and user-friendly way for drivers to find available parking spaces, thereby enhancing the parking experience and optimizing space utilization.

AI image processing

The camera sends the captured image to the program at regular intervals. The program processes the image to identify unoccupied spaces. Vacant spaces are marked with a red rectangle and recorded in the database.

Vacant Space Recognition

It employs Intersection Over Union (IoU) metrics to handle overlapping car frames, focusing on identifying the "most empty" frames. If vacant spots are available, the bot service requests an updated image from the camera. The bot overlays the identified vacant zones on the image and sends it back to the user.

Telegram-bot

Users can interact with the Telegram bot to request information about vacant parking spaces.

Technologies

Backend

OpenCV, Aiogram, YoloV7, TensorFlow, Keras

Projects

View all

Diabetic Self-Monitoring App — DiaHero™

for improving the management and treatment of diabetes.

View case

Medication Database — QRmed

for checking the authenticity of medicines in one click.

View case

Patient Web Portal — Medcard24™

for a convenient search of doctors and health facilities.

View case

EHR Mobile App — Medcard24™

top-rated app 4.8/5 ⭐️ 500K downloads

View case

Medical Information System — Medstar™

for organized medical data storage and processing.

View case

Remote Patient Monitoring App

for remote medical diagnostics and health monitoring.

View case

Medicine Registry Software

for information sourcing of all medications in Ukraine.

View case

e-Prescribing App

for easy medical prescription issues and management.

View case

Civic Technologies Web App

the web platform for civic engagement.

View case

Learning Management System

for teaching children English.

View case

GIS Platform — KidsVisitor

for exploring the nearby events for children.

View case

Food Delivery Service App

food delivery service platform

View case

Taxi Dispatch Software

solution for dispatching and management of taxi

View case

Maritime Logistics Software

for ease and efficiency in fleet management.

View case

Travel App — World Map App

for a holiday destination finding and travel planning.

View case

SaaS for Travel Advisers

Cloud hotel booking software for travel advisors

View case

ERP for Landscaping Business — ServiceKit

for automated billing of your clients on time.

View case

Beach Management App — Loungeron

for occupancy control on the beaches.

View case

GIS Web App for Agronomists — Lanscript

a digital version of field planting history.

View case

SaaS for Gyms — Gymistration

for the ultimate sports business management.

View case

SaaS for Radiologists — Radiolance®

professional platform for interaction with radiologists

View case

Cloud Medical Diagnostics Platform — IDIS™

for an intelligent patient’s diagnosis remotely.

View case

IoT App for Heating Devices Control — Terneo™

for remote controlling of smart heating system.

View case

MVP of Astrology App — Starmantic

for personalized horoscope from astrology enthusiasts

View case

MVP of Sake App

sake beverage catalog

View case

Flutter App for Specialists in Accounting

specialized social network for accountants.

View case

MVP App — Stylist

for automated creating fashionable looks.

View case

Patent Documentation Platform — PatentPad

helps inventors create a successful patent application for their invention.

View case

AI-Driven GIS Mobile App

to automate bicycle quests

View case

Virtual Try-On Room with SMPL Anthropometry

fit clothing onto SMPL models.

View case

AI-Driven Skin Cancer Detection Application

using ML for early skin cancer detection.

View case