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
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.
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
Speed, accuracy and affordability are the limitations of radiologists and
pathologists. With context knowledge, CV can exploit shape, texture, contour and prior clinical
imaging data. That brings highly needed quantitative and qualitative information quickly, precisely
and at a low cost.
Democratize microscopy
Automate cell identification
Make diagnosis processes faster, better and cheaper
Computerized blood, urine, biopsy sample analysis and reporting
Using computer vision for retail facility management can improve efficiency and
customer satisfaction. The use of computer vision in retail can improve operational efficiency,
reduce costs, and improve customer service.
Monitors the store environment
Optimizes store layout and product placement
Tracks the occupancy of shelves
Optimize traffic flow and minimize congestion
Analyze foot traffic and customer behavior
Detects suspicious behavior and alerts staff in real-time
With the help of advanced cameras and image processing algorithms, computer vision
systems for facility management can capture and analyze images and videos of huge public spaces.
This provides valuable insights into the operations of the facility.
Computer vision in AI drones has a variety of purposes. From inspecting to monitoring,
the use cases for computer vision in AI drones are numerous. Leverage ML algorithms to train drones
to analyze data at the edge and run diagnostics. Some of the use cases of computer vision drones
are:
Some of our computer vision consulting services include
Face recognitionFacial 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 recognitionSentiment 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 AnalyticsDetect 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.
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 processingLabel your images and take
control of your training data while powering your computer vision apps with large data sets. Our
image processing services support image classification, object detection and recognition using
tools like bounding box, polygon, polyline and key point annotation.
Object DetectionIdentify multiple objects in
an image and receive information about the objects where objects and where they were 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.
Improving security with computer vision for a facility management firm
A prominent US-based facility management company wanted to improve its operations by implementing a computer vision solution. Softweb Solutions offered computer vision solution. It included a network of cameras that were strategically placed throughout the facility, and it enabled real-time monitoring of the facility. This allowed the client with the following benefits:
Track people and vehicles entering or leaving the premises
Take proactive measures to prevent security breaches and accidents
Improve operational efficiency
Save money by reducing the need for manual inspections
Cancer cell tissue detection using computer vision
The client is one of the forerunners in formulating a thorough understanding of chromosomal instability and its biological consequences into life-saving therapies. Softweb Solutions developed an innovative solution based on computer vision technology to deliver:
Softweb Solutions has vast experience in developing applications using computer vision technology to
help their clients gain useful insights and improve business decision making. Our team of computer
vision experts will help you to select the right platform, develop applications, integrate cameras
and improve process efficiency by embedding with other systems.
Leverage our custom-built computer vision solutions & 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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