Motto:

Indoor Crowd Behavior Analysis via Thermal Imaging Sensors(80*80) with Privacy Protection - by RA

I - Cowboy's Video

I - Cowboy's Poster

I-Cowboy Features

Number of Instant Human Count

Instant Human Count is number of people in thermal camera region at a certain time. I-Cowboy give a number or graphic of that for each thermal imaging sensor.Also, our thermal imaging sensors is low resolution. Moreover, thermal imaging sensor resolution is only 80*80 pixels.

Number of Total Human Count

Total Human Count is a number of total entering people in thermal camera region between two given time. I-Cowboy give a number or graphic of that for each thermal imaging sensor .

Instant Human Density Flow

Instant Human Density Flow is a instant entering and exiting people for Nort,South,East and West. I-Cowboy give a number or graphic of that for each thermal imaging sensor.

Total Human Density Flow

Total Human Density Flow is a sum of Instant Human Density Flow starting from first given time to second given time. I-Cowboy give a number or graphic of that for each thermal imaging sensor.

Various Statistical Graphics

I-Cowboy give a various statistical graphics and these can be contain more than 1.000.000 data points. Users can create graphics for their preferences.

Various Statistical Live Graphics

I-Cowboy works on real-time. More than 4 data comes for each second from each thermal camera. I-Cowboy can show these data and results of these data in immediately. Also, I-Cowboy shows that in live graphics.

Predict the Future

I-Cowboy saves all results of each data. With using these data, I-Cowboy can predict the future wtih using Machine Learning.

Future Instant Human Count at a Given Time

Future Instant Total Human Count at a Given Time

Future Human Density at a Given Time

Our Challenges

We rise to many challenges when creating I-Cowboy.

Our Thermal Imaging Sensors are Low Resolution

Our Thermal Imaging Sensor Resolution is only 80x80. To illustrate, standart 12 megapixel resolution is 4000x3000.

Our Thermal Imaging Sensors are not End Product

Our Thermal Imaging Sensors development ongoing. Therefore, we have faced many problem because of this. Also, we want to emphasize that taking image module from cameras is developed by our team. We don't use any software which is provided by company of thermal imaging sensors.

Many Concepts

I-Cowboy base on many concepts. To illustrate; Image Proccessing, IoT, Machine Learning, Big Data, Networking etc.

Real Time Design

I-Cowboy operates at real time, also I-Cowboy handle a huge data. In other words, each thermal imaging sensor send 4 data per second. Therefore, we had to use most efficient algorithms. Moreover, We planned that I-Cowboy will be end-product at project deadline. Therefore, our all works are completed according to this purpose. Also, Our system does not support only 3 cameras. I-Cowboy is a generic based. Therefore, I-Cowboy can work with many cameras.

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