Image Analysis Software Consulting and Development

Custom Software for Image Analysis - ScienceSoft

Image analysis (IA) is the identification of attributes within an image via digital image processing techniques to make the IA process more accurate and cost-effective.

Since 2013, ScienceSoft helps both product companies and non-IT enterprises gain a competitive advantage by developing IA software.

Hand Your Image Analysis Project to Experts

ScienceSoft is ready to set your image analysis project in motion by providing the IA solution design, IA project estimation and roadmapping, software architecture planning, and more.

Image Analysis Core Tasks

Detect

Distinguish regions of interest for further analysis, individual objects from the background, etc.

Recognize

Label or classify objects in digital images based on one or several object classes: people, vehicles, electronic components, etc.

Identify

Recognize individual features of an object and classify it with more precision: identify individual people, specific vehicles, animal species, device models, etc.

Why Partner with ScienceSoft for Your Image Analysis Project

Competencies

  • 32 years in C++ development.
  • Image analysis consulting and development services since 2013.
  • Data science and AI services since 1989.
  • Established Lean, Agile, and DevOps processes.
  • 700+ highly skilled employees on board.
  • A mature quality management system to deliver high-quality projects in time and within budget and guaranteed customer data security proved by ISO 9001 and ISO 27001 certifications.

Image Analysis Solutions We Offer

Facial recognition

Identification of a specific person’s face to provide exclusive services, identify suspects and trespassers, etc.

Emotion recognition

Assessing the level of a customer’s satisfaction to solve unique business challenges.

Grading and sorting

Object quality analysis for streamlined classifying and sorting.

Quality control (QC)

Checking for surface defects, foreign materials, discoloration, absence of components, etc.

Counting

Using an optical system to count similar objects on the production line or in a warehouse.

Computer-aided diagnosis

Reading X-ray images, CT, PET and MRI scans, ultrasound scans (including 3D and 4D), isotope scans, etc. Enhancing clinical images, measuring organ dimensions and blood flow, detecting pathological signs and suggesting a diagnosis.

Damage assessment

Identifying damage issues in complex electronic devices, vehicles, etc.

3D reconstruction

Producing 3D models from 2D data (e.g., medical scans).

Optical character recognition

Reading texts and number sequences (printed and handwritten).

Event detection

Identifying behavior anomalies and alarms in surveillance videos, counting people traversing a passage.

Organizing visual information

Indexing visual databases.

ScienceSoft’s Approaches to Build Image Analysis Software

Rule-based approach

For a small amount of visual data of low variability

  • Excellent performance within a narrow domain.
  • Doesn’t require big datasets.
  • Performance can be easily validated.
  • Explicability (every decision step is clearly seen in the code).
  • Easy debugging.

Machine learning approach

For large datasets of unstructured data

  • Deals better with complex objects and tasks.
  • Doesn’t require explicit knowledge.
  • Easier scalability.
  • Lower operational costs.

Technologies We Apply

Programming languages

Click on the programming language to learn about our capabilities in it.

Libraries and frameworks

OpenCV
Tesseract OCR
MatConvNet
Caffe
NumPy

Platforms

Databases / data storages

SQL

Microsoft SQL Server
MySQL
Oracle
PostgreSQL

NoSQL

Apache NiFi
MongoDB

Cloud databases (DBaaS)

Click on the technology to learn about our capabilities in it.

AWS

Amazon S3
Amazon DocumentDB
Amazon Relational Database Service
Amazon ElastiCache

Azure

Azure Data Lake
Azure Blob Storage
Azure SQL Database

Google Cloud Platform

Google Cloud SQL
Google Cloud Datastore

Clouds

Click on the technology to learn about our capabilities in it.

Cloud services

Amazon Rekognition
Computer Vision
Azure Face
Azure Custom Vision
Azure Form Recognizer
Google Cloud Vision API

AWS: Amazon Rekognition

GCP: Google Cloud Vision API

Azure: Computer Vision, Face, Custom Vision, Form Recognizer, Video Indexer, Microsoft Emotion API

Algorithms

Convolutional neural networks

Machine learning

Support Vector Machine (SVM)

K-means

ORB

Scale-invariant feature transform (SIFT)

Image Analysis Software Consulting and Development Workflow

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Pricing Models for Image Analysis Services

Time & Material

  • Good for agile iterative development.
  • Applied to consulting services.

Fixed price

  • Good for projects with a well-defined and stable scope.

get a quote

ScienceSoft’s Dedicated Portfolio

Development of Image Analysis Software for Automated Optical Inspections

Development of Image Analysis Software for Automated Optical Inspections

ScienceSoft created industrial image analysis software for automated optical inspection of printed circuit assemblies (PCA). The application allows enhancing the PCA manufacturing workflow, saving time meeting the highest quality standards.

Development of an Automated Visual Inspection Application for LED Display Quality Diagnostics

Development of an Automated Visual Inspection Application for LED Display Quality Diagnostics

ScienceSoft developed a cross-platform application for Linux and Windows for real-time video monitoring, error detection and notification.

Development of Automated Visual Inspection Software for Defect Recognition in Polyurethane Film

Development of Automated Visual Inspection Software for Defect Recognition in Polyurethane Film

ScienceSoft empowered a leading petrochemical company with image recognition software for improving quality control at their PU film manufacturing division by detecting film defects in real time.

Development of a Facial Recognition Application for Retail

Development of a Facial Recognition Application for Retail

ScienceSoft delivered a strategic solution to help retailers track customers by scanning and identifying faces to analyze consumer data and detect potential shoplifters.

Development of Defect Recognition Software for an Oil Drilling Equipment Manufacturer

Development of Defect Recognition Software for an Oil Drilling Equipment Manufacturer

ScienceSoft empowered a manufacturer of oil drilling equipment with the defect-recognition application for detecting drill bit defects and performing drill bit wear analysis.

Development of Facial Recognition Software for Employee Monitoring

Development of Facial Recognition Software for Employee Monitoring

ScienceSoft developed a custom application based on image analysis algorithms to track employee time and attendance.

Design on an Image Analysis Application for Remote Monitoring of Oil Storage Tanks

Design on an Image Analysis Application for Remote Monitoring of Oil Storage Tanks

ScienceSoft designed an image analysis application to help optimize inventory management and detect oil leakage by remotely monitoring oil storage tanks in real time.

Development of a Computer Vision Solution for Retail

Development of a Computer Vision Solution for Retail

ScienceSoft’s team created a custom image analysis solution for the retail industry to analyze customer behavior, optimize merchandising activities and estimate sales productivity.

Development of an Image Analysis Application for Brain Tumor Localization

Development of an Image Analysis Application for Brain Tumor Localization

ScienceSoft created a CNN-based application to automatically analyze brain MRI scans, localize tumors and define each tissue type.

Jump-Start Your Image Analysis Project with ScienceSoft!

Develop innovative image analysis software

Entrust your IA software project to a reliable provider with 31 years of experience in custom software development.

Upgrade software with image analysis technology

We assess your software and enforce it with the latest digital image processing technologies to address your pressing IA needs.