Computer vision

Capturing and identifying objects on images and video to generate insights and help transform businesses into a high-tech leader

Expertise

Quantum team delivers computer vision services in real-time event detection, object detection and analysis using artificial intelligence and machine learning technologies. We achieve the highest performance in the development and deployment of AI models for computer vision using a mix of modern algorithms and frameworks that enable businesses to derive actionable insights and enhance business efficiency and better decision-making processes.

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

PLANT GROWTH TRACKING ANALYTICS

Growing tops identification
Biomass prediction
20 seconds per image to analyze and detect tops with an embedded device on one image
Achieving 90% accuracy

PRECISION FARMING FRUITS & TREES DETECTION

Ripe fruit detection
Tree disease identification
Image preprocessing
Orchards decomposition
Growth analysis
Proprietary models

LIVESTOCK MANAGEMENT

Detection and identification of ID tags
Behavior analytics and patterns detection
Weight calculation
Identification of pig body parts (body, head, legs)

FORM PROCESSING

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

Portation

Computer vision services are aimed to deliver insights from videos and images for your business advantage. We deliver computer vision services for businesses to facilitate object recognition and anomaly detection, provide video analytics, and image processing solutions. We use the best market practices and our extensive experience in delivering fully-fledged projects.

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 services

DEEP NEURAL NETWORKS
COMPUTER VISION FRAMEWORKS
TOOLS
COMPUTER VISION LIBRARIES

InceptionV3

YOLO

SSD

SqueezeDet

Fast R-CNN

Faster R-CNN

R&D Blog

We constantly research and try out new technologies, create prototypes, take part in competitions and open-source projects development, and share our findings in our company blog. Be the first to know about the latest trends in data science, new market opportunities, and modern technologies.