Computer vision

Object analysis in videos and images, anomaly detection and people behavior analysis all help to transform businesses into high-tech leaders

Expertise

IMAGE PROCESSING

  • Automated optical inspection (AOI), image enhancement and restoration
  • Image filtering, deconvolution, transformation and alignment
  • Segmentation, clustering and indexing, annotation
  • Text form processing, explicit content detection, and data labeling

VIDEO PROCESSING

  • Objects detection, tracking and identification
  • Real-time background subtraction
  • Video stabilization and enhancement
  • Moving objects tracking
  • Behavioral pattern classification

Use Cases

  • Growing tops identification

  • Biomass prediction

  • 20 seconds per image to analyze and detect tops with an embedded device on one image

  • Achieving 90% accuracy

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  • Ripe fruit detection

  • Tree disease identification

  • Image preprocessing

  • Orchards decomposition

  • Growth analysis

  • Proprietary models

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  • Detection and identification of ID tags

  • Behavior analytics and patterns detection

  • Weight calculation

  • Identification of pig body parts (body, head, legs)

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  • Computer vision, OCR and machine learning technologies

  • Recognize and process unstructured and semi-structured forms

  • Organize forms in combined categories and sub-categories

  • Classify single and multi-page forms

  • Eliminate errors frequently seen with manual data input

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Portation

DRONES & ROBOTICS

Keep an object in the frame or track and interact with particular objects

MOBILE DEVICES

The camera and sensors in mobile devices improve with each new device released

WEB BROWSER

We develop computer vision algorithms using OpenCV.js that are extended to the server and to the browser client

EMBEDDED SYSTEM

You can integrate our tracking into a camera-based embedded system, whether it’s RGB or RGBD

Technologies

We apply the latest tools and technologies for computer vision development

InceptionV3
InceptionV3
YOLO
YOLO
SSD
SSD
SqueezeDet
SqueezeDet
Fast R-CNN
Fast R-CNN
Faster R-CNN
Faster R-CNN

Connect with our experts

Let’s discuss how Quantum can help your company use computer vision.