AI-driven Image Analysis Solutions for Enterprises

Our AI-based image analysis solutions go beyond just analyzing images, they enable enterprises to derive critical insights from images, automate tasks, perform data query, and take data-driven business decisions.

AI-driven Image Analysis Solutions

Robust and Flexible AI Frameworks to Deliver Cost-Effective Image Analysis Solutions

We have learned and understood that the complexity and sheer volume of visual data are growing. From high-resolution factory floor images to complex medical scans, organizations are sitting on an untapped goldmine of unstructured data. 

In the last couple of years, we have delivered solutions for numerous image detection and analysis use cases, such as:

  • Semantic Image Segmentation / Image Classification
  • Text Extraction from Images
  • Object Detection and Identification
  • Anomaly Detection from Images
  • Facial Recognition for Product Recommendation or Persona Identification
  • Image Captioning
  • Feature Extraction from Images
  • Image Labelling
  • Drone Footage or Image Analysis
  • Satellite Image Analysis
  • Thermal Image Analysis
  • Medical Image Analysis

By leveraging our hands-on experience, we have developed highly flexible, multi-layered frameworks which can be used to solve a wide array of real-world challenges at a lower cost, across industries like manufacturing, healthcare, retail, agriculture, construction, finance, and security.

Our computer vision-based image analysis solutions are powered by trending AI technologies including CNNs, RNNs, and transformer models, and we have further enhanced these solutions with Large Language Models (LLMs). This unique blend allows enterprises to not only gain insights from images, but also query analyzed image data in plain, natural language. Imagine asking, “What were the most common defects in last week’s product batch?” and receiving an instant, contextual answer. That’s the power of conversational AI we have applied to image analysis solutions. 

Our Image Analysis Solutions are Delivering Results for Practical Use Cases Across Industries

Energy, Oil, Gas & Utilities

Predictive Maintenance of Infrastructure: Analyze drone or satellite images to detect wear and tear on power lines, pipelines, and transmission towers.
Thermal Imaging for Fire & Fault Detection: Identify overheating components, hotspots, or leakage risks in substations, electric poles, transformers, and pipelines using thermal imaging.
Corrosion & Leak Detection: Use object detection and image segmentation to identify rust, structural degradation, or gas/oil leakages in remote or hazardous areas.
Vegetation Encroachment Monitoring: Automatically detect and map overgrowth around power lines or pipelines to prevent outages and fire hazards.
Asset Inspection Automation: Digitize and analyze images of meters, valves, and equipment for anomaly detection and remote inspection.

Infrastructure InspectionLeak Detection

Manufacturing Industry

✅ Quality Inspection: Detect product defects, surface flaws, or dimensional inaccuracies using computer vision.
✅ Predictive Maintenance: Analyze thermal or infrared images to detect equipment overheating or misalignments.
✅ Assembly Line Monitoring: Track and verify assembly steps in real-time for process compliance.

Healthcare & Life Sciences

✅ Medical Imaging Diagnosis: Analyze X-rays, MRIs, and CT scans to detect anomalies like tumors, fractures, or diseases.
✅ Pathology Image Analysis: Detect cancerous cells in histopathology slides.
✅ Skin Condition Detection: Identify dermatological issues using smartphone or dermatoscope images.

Retail and E-commerce

✅ Product Tagging & Cataloging: Automatically detect and tag product features for online listings.
✅ Visual Search: Let users search products via image inputs instead of keywords.
✅ Virtual Try-ons: Enable customers to try clothes, accessories, or makeup virtually using AR-powered image analysis.
✅ Shelf Stocking & Planogram Compliance: Ensure retail shelves match expected layouts and are properly stocked.

Customer Behavior AnalysisVirtual Try Ons

Construction & Real Estate

✅ Site Monitoring: Analyze drone, CCTV, or time-lapse images to track progress, ensure compliance, and monitor worker safety using AI for image analysis.
✅ Structural Integrity Checks: Detect cracks, corrosion, water damage, or structural stress through thermal or high-resolution images using object detection in images.
✅ Floor Plan Digitization & Layout Extraction: Convert scanned blueprints and architectural drawings into structured digital formats using image to text extraction, text recognition from images, and semantic segmentation.
✅ Blueprint & Asset Inspection: Automate inspection of construction elements, markups, or on-ground deviations through AI-based image processing.

Agriculture

✅ Crop Health Monitoring: Use drone imagery to detect pest infestations, diseases, or irrigation issues.
✅ Yield Estimation: Analyze plant growth stages to forecast harvest quantities.
✅ Weed & Pest Detection: Classify harmful species for targeted interventions.
✅ Soil Quality Mapping: Assess land usability and crop suitability using multispectral image data.
✅ Irrigation Pattern Analysis:Identify over-irrigated or under-watered areas in fields for efficient water usage.
✅ Greenhouse Condition Monitoring: Detect humidity, temperature, and fungal growth visually in closed farming environments.

Deployed AI-based Image Analysis Solutions for Industry Leaders from Different Domains

Our Case Studies: Examples of AI-based Image Analysis Projects

Image Processing System to Detect Anomalies in Electric Poles

Building an AI-powered platform that can detect the quality of the third-party provided electric poles' images and process them for anomaly detection to avoid potential hazards.

AI Floor Generation, 3D Modeling and Interior Design Software

A design firm aimed to develop an AI-powered interior design software to automate and streamline the design process. We developed a compact software powered by the latest computer vision and GenAI technologies.

Product Quality Control System for Plywood Manufacturer

Developing an AI-based real time alerting system for the operating personnels to address the issue of maintaining the optimum size of plywood sheets during the manufacturing process.

Hands-on Expertise in Leveraging the Latest Tools & Technologies

AWS Tech Stack

  • Amazon Rekognition
  • AWS Lookout for Vision
  • Amazon Textract
  • SageMaker
  • Amazon Comprehend Medical + Textract (for healthcare)

Azure Tech Stack

  • Azure AI Vision (formerly Computer Vision API)
  • Azure Custom Vision
  • Azure Form Recognizer
  • Azure Machine Learning
  • Azure Percept

Google Tech Stack

  • Google Cloud Vision AI
  • AutoML Vision
  • Document AI (DocAI)
  • Vertex AI
  • MediaPipe (open-source by Google)

Open Source Frameworks

  • OpenCV
  • YOLOv5 / YOLOv8
  • Detectron2
  • Kornia
  • MMDetection
  • DeepLab
  • TensorFlow Object Detection API

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