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

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