Object Detection, Classification & Tracking

Object Detection, Classification & Tracking

KritiKal has extensive experience of developing various object detection, recognition/classification and tracking algorithms. Our expertise derives from having worked on projects related to road sign detection and analysis, automatic vehicle number plate reading systems, aircraft detection in aerial/satellite images, face recognition, vehicle make/model detection, surgical instruments detection etc. 

Service Offerings

Object Detection & Localization
Object Tracking
Density Analysis
Object Classification
Unknown Object Detection
Handling Data Variations

Community Tools Supported

The Object Detection, Classification & Tracking practice at KritiKal Solutions comprises of experts who have worked on various open source and proprietary tools, some of which are outlined below:

AWS

The Latest in Artificial Intelligence

KritiKal developed a vision system using Aruco Markers that tracks the displacement of washing machine. Find the details here.

The driving Simulator data card can be connected with the digital/analog & rotary encoder to monitor the sensor data.

Audio Tool enables the developers to tag, store, organize, and label audio samples obtained from various projects.

Smart crane safety system reads sensor data and sends control signals to control the functionality of the crane.

An unique ATM Surveillance application that detects the Face and Mask of the person entering the ATM area. Read here.

Gerber modification merges multiple PCB Gerber files into a single Gerber file connected through a string of flex cables.

Fog PASS is a GPS-enabled train pilot assistance system to combat against the blurring vision due to fog. Find the KritiKal innovation here!

Truck Recognition System

KritiKal developed a Vision-based truck recognition and classification system that detects and tracks vehicles at construction sites.

RFID & Biometric Based Access Control System that performs multiple security checks to secure the restricted area.

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Crane Monitoring System

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TRAZER Service enables smooth functioning of the toll management system. As it caters different traffic conditions, it delivers 99% accurate traffic data results.

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    Object Detection, Recognition / Classification & Tracking

    KritiKal has extensive experience of developing various object detection, recognition/classification and tracking algorithms. Our expertise derives from having worked on projects related to road sign detection and analysis, automatic vehicle number plate reading systems, aircraft detection in aerial/satellite images, face recognition, vehicle make/model detection, surgical instruments detection etc.

    Features of KritiKal’s Object Detection, Recognition/Classification & Tracking solutions

    • Invariance or partial invariance to scale, orientation, affine/perspective distortions and illumination, thus making the detection and recognition process generic and robust to real world scenarios

    • Objects to be detected and recognized can vary from simple shapes like straight lines, squares, circles etc. to more complex objects like vehicle number plates, faces, aircrafts, vehicles, buildings etc.

    • Detection and recognition in case of partial occlusion

    • Simultaneous tracking of multiple moving objects in videos

    • Intelligent outlier rejection

    • Heuristics to handle custom scenarios and to achieve optimal performance
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