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Improve your business process efficiency with custom-built computer vision solutions

Softweb Solutions creates cutting-edge applications by integrating computer vision services with other systems such as ERP, POS, CCTV and diagnostic software to detect anomalies in production lines, analyze medical images and identify products and people on social media, among other possibilities. It can also be integrated with machine learning operations to build a wide range of enterprise applications and cloud services. To meet the constraints of diverse industries, our team has designed artificial intelligence and computer vision-based applications with advanced components such as object classification, feature recognition, segmentation, pattern recognition, object detection, filtering and so on. We can assist you in achieving such prototypes using minimal resources and no additional hardware support.

Some of the business use cases of Computer Vision AI services

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Computer vision in manufacturing

Images from cameras placed on the assembly line of 7 factories helped detect and prevent 112 component failures. No human skill/experience can match CV’s ability to achieve cent percent uptime, zero defect manufacturing and a consistent product line.

  • Produce flawless products
  • Ensure a safe working environment
  • Real-time optical character recognition
  • Equipment monitoring and predictive maintenance

Package counting

Ensure accurate package counting by utilizing automated counting systems. This eliminates manual counting and boosts accuracy and efficiency.

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Package seal inspection

Verify proper closure of packet seals that prevents leakage or tampering, ensuring protection against contamination to maintain product freshness and quality.

Package classification

Categorize product packaging by their size, volume, and dimensions. Ensure compatibility with product requirements such as protection from environmental sustainability and impact.

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Thermal seal inspection

Evaluate the strength and durability of thermal seal, resistance to environmental factor, and width and consistency. This ensures secure closure, product freshness, and quality.

Computer Vision in retail:
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Computer vision solutions for food & beverage industry

Cap closure inspection

Identify missing, misaligned, or damaged caps on bottles or containers. This ensures proper sealing and prevents leaks or contamination.

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Dimension detection

Precisely measure product dimensions, ensuring consistency and adherence to specifications. This helps catch irregularities and potential packaging flaws.

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Foreign object detection

Detect any foreign objects, like debris or insects, inside packaging during production. This safeguards product quality and consumer safety.

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Product counting

Accurately count products on a conveyor belt or in a storage area, eliminating manual counting errors and streamlining inventory management.

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Tamper detection

Identify signs of tampering on packaging, such as tears, punctures, or resealing marks. This helps prevent compromised products from reaching consumers.

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Thermal seal inspection

Detect inconsistencies in heat seals on food packaging. This ensures proper sealing and extends product shelf life.

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Computer Vision in Healthcare

Computer vision in the medical field enables quick, accurate analysis of medical images, supporting diagnostics, and enhancing patient care. Machine vision in healthcare provides clinicians with data-driven insights, improving treatment efficiency and decision making. It helps in the following areas:

  • Automated diagnostics: Early disease detection from image patterns.
  • Surgical assistance: Precision support in robotic and image-guided surgeries.
  • Patient monitoring: Tracks vitals and movements for personalized care.

Smart leak detection

Constant monitoring and maintenance make the best use of remote assets. Factors like outside force, corrosion, operator error, weld defects and aging trigger leaks in water, petroleum and process plants’ pipelines. CV continuously tracks flow rate, pressure and temperature for leak detection.

  • Non-destructive testing and inspection
  • Automatic leak detection and alerts raise
  • Distinguish hazardous and non-hazardous spills
  • Extract potential effusion features and take preventive actions

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Computer vision for quality control in electronics

Tired of manual inspections missing subtle defects on your PCBs? Stop hidden defects from hindering your production. Our AI-powered computer vision solutions meticulously inspect PCBs, ensuring consistent quality and maximizing yield. Computer vision with AI could really help you with:

  • Detect even the subtlest anomalies invisible to human inspectors.
  • Automate visual inspections, Focus on high-value tasks.
  • Data-driven optimization for recurring issues & improve.
  • Seamless Integration of a scalable solutions to existing line.

Some of our computer vision consulting services include

Face recognition

Face recognition

Facial recognition services extend beyond security to enhance the user experience. Identify and authenticate a specific person by their facial features in an image or video. With our trained AI models and face detection service, we measure and calculate several facial representations to accurately confirm the identity of individuals.

Emotion detection

Emotion recognition

Sentiment analysis models analyze customer data from a variety of sources including social media, customer reviews, drone footage, mass media and data. They achieve a visual representation of customers’ opinions and sentiments about your brand, based on text data.

Video Analytics

Video analytics

Detect and extract objects from video based on trained AI models. then classify each object to enable intelligent video analysis to empower users with granular search, smart alerting and comprehensive reporting.

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Optical character recognition

OCR services convert data into machine-editable text. It is the most-effective solution to capture data from printed or written text from a scanned document or image file. OCR ensures high-quality data conversion that is fast, accurate and efficient.

Image Annotation

Image annotation

Label your images and take control of your training data while powering your computer vision apps with large data sets. Our image annotation services support image classification, object detection and recognition using tools like bounding box, polygon, polyline and key point annotation.

object Detection

Object detection

Identify multiple objects in an image and receive information about the location of the object in the image. Empower your enterprise-level apps with custom models that are capable of detecting individual objects in a given image along with their bounding box and label using our object detection service.

Success Stories

Improving security with computer vision for a facility management firm

Client:

A prominent US-based facility management company

Technologies:

  • IoT Hub
  • Azure Logic Apps
  • Azure Data Lake
  • Azure Blob Storage
  • YOLO V4

Challenges:

Manual inspections take a long time to complete, lack of real-time facility management, and undetected hazards. Benefits:

Benefits:

  • Improved operational efficiency
  • Enhanced security
  • Improved safety standards

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Success Stories

Cancer cell tissue detection using computer vision

Industry

Healthcare

Technologies:

  • Python
  • PyTorch
  • Cloud- Azure
  • Databricks

Challenges:

The process of image analysis by biologists to determine whether a cell is cancerous or not was tedious, expensive and time-consuming.

Benefits:

  • 20% Cost savings by avoiding unnecessary biopsies
  • 5X Cheaper than biologists
  • 8X Lesser time consuming

Client:

Cutting-edge cancer treatment center

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Our Clients

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Latest Computer Vision Insights

Leverage our custom-built computer vision solutions and services to optimize business insights.

Computer vision is among the promising AI segments and we hold the expertise to extrapolate real-time data from images and videos.

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