Computer Vision

Rapid advances in Artificial Intelligence have enabled programs to process countless digital images and videos. With considerable amount of digital data being generated these days in the form of text, audio, video, and images, organizations must equip themselves competently to address the evolving demands of analytics-driven by this change.

We integrate computer vision services as well as train models to identify specific places, people, and objects and categorize them to retrieve valuable information as well as analytics.

Computer Vision

Rapid advances in Artificial Intelligence have enabled programs to process countless digital images and videos. With considerable amount of digital data being generated these days in the form of text, audio, video, and images, organizations must equip themselves competently to address the evolving demands of analytics-driven by this change.

We integrate computer vision services as well as train models to identify specific places, people, and objects and categorize them to retrieve valuable information as well as analytics.

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The simple camera clicks we’re so familiar with have brought about an exponential rise in the volume of digital media over the last few years. By inculcating nested object classification, pattern recognition, segmentation, detection and more, our custom-built computer vision apps and models allow businesses to reduce human effort, optimize operations and utilize this rich data to scale visual technology.
Image Segmentation
This process involves segmenting an image into multiple homogeneous regions based on certain similarity parameters, so that each region can be individually analyzed and is different from its neighboring regions. Such categorization helps in tagging people, labeling objects, face recognition, traffic control, and various other tasks.
Contextual Image Classification
Humans can separate a person or object from their surroundings by identifying boundaries and doing a comparative check with memories or records of similar entities. Computers require a certain context to classify things and form a relationship between pixelated regions. This way, signals, and noise are distinguished and pattern recognition can be performed.
Object Detection
Object detection is the first stage of intelligent image analysis. Each object consists of several distinguishable properties that the software can use for classification. This, combined with an existing library of images, allows the software to compare, learn and determine valuable techniques to locate similarities and differences and provide accurate detection results. Object detection facilitates processes like automated damage assessment for insurance claims, property maintenance, store inventory management and more.
Face Recognition
Once the software recognizes an object, in this case — a face, the image is further processed to identify the person by comparing the facial data with existing data. The applications of this technology range across industries like healthcare, traffic management, manufacturing, HR management, security and so on.

Teams We Offer

Ideation to MVP Team

The ideation to MVP team launches your idea into the market. It helps you validate your idea and gather feedback before going all-in with full-scale development. Our team leverages low-code / no-code technologies to build quickly, iterate, and ship a minimum viable version of your product.

The ideation to MVP team helps you verify your business hypothesis, validate the products functionality, reach product-market fit, and map out the product roadmap accordingly.

Scale & Maturity Team

After achieving product-market fit, our scale and maturity team focuses on customizing the product. The product development team performs product testing, analyzes the results, draws conclusions, and applies them to scaling the product. They guarantee incremental and iterative delivery and improvement.

The North Star for this team is assisting you in developing an internal culture centered around data-driven product decisions and designing products for stability and scalability.

Support & Care Team

This team closely monitors the application's customer service, experience, data integrity, & smooth running. Two weeks after the development of the product is concluded, the support & hypercare team takes over, & the core product team disintegrates.

During these two weeks, knowledge transfer sessions are held between the product team and the support team. They ensure intensive support and maintenance of the product. The maintenance activities are carried out based on an SLA-based approach.

Make sense of the visual data to drive business decisions.

Identify, classify, and verify objects with computer vision services.



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Our Development Process

We follow Agile, Lean, & DevOps best practices to create a superior prototype that brings your users’ ideas to fruition through collaboration & rapid execution. Our top priority is quick reaction time & accessibility.

We really want to be your extended team, so apart from the regular meetings, you can be sure that each of our team members is one phone call, email, or message away.

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How We Work?

A majority of the information humans receive is visual. We help you capitalize on this limitless amount of visual data around us by creating cutting edge computer vision solutions through a systemized process.

Acquiring Image Datasets
Acquiring Image Datasets
To initiate the process, we analyze the business goals and create a database of images extracted from multiple sources. Structured, relevant, and quality data is prepared to serve as a guideline for future comparison.
Labelling Datasets
Labelling Datasets
In image processing, labeling helps to make the database more search-friendly. Filtering similar patterns and making object comparisons become more efficient with this method. Variables like color, contour, intensity, and size are used to create labels and organize the data.
Processing the Data
Processing the Data
The labeled dataset undergoes a meticulous quality check by being tested against training data. We run a series of automated processes to enhance the images like adding or removing pixels, removing noise, sorting misclassified data, and so on.
Data Augmentation
Data Augmentation
To improve the training data, the images are modified with a variety of techniques like flipping (horizontally or vertically), cropping, blurring, zooming, and compression to train the model for more accurate image recognition results.
Understanding the Image
Understanding the Image
In the final stage, the model is able to correctly interpret and categorize the object identified. The software is now adequately trained to recognize images from new input sources. This iterative process ensures that the model continues to enhance its capabilities over time.
Acquiring Image Datasets
Acquiring Image Datasets
To initiate the process, we analyze the business goals and create a database of images extracted from multiple sources. Structured, relevant, and quality data is prepared to serve as a guideline for future comparison.
Labelling Datasets
Labelling Datasets
In image processing, labeling helps to make the database more search-friendly. Filtering similar patterns and making object comparisons become more efficient with this method. Variables like color, contour, intensity, and size are used to create labels and organize the data.
Processing the Data
Processing the Data
The labeled dataset undergoes a meticulous quality check by being tested against training data. We run a series of automated processes to enhance the images like adding or removing pixels, removing noise, sorting misclassified data, and so on.
Data Augmentation
Data Augmentation
To improve the training data, the images are modified with a variety of techniques like flipping (horizontally or vertically), cropping, blurring, zooming, and compression to train the model for more accurate image recognition results.
Understanding the Image
Understanding the Image
In the final stage, the model is able to correctly interpret and categorize the object identified. The software is now adequately trained to recognize images from new input sources. This iterative process ensures that the model continues to enhance its capabilities over time.

Client Segment

Startup / SME

Build from scratch, improve what you have, or do something entirely different— we’ve got you covered.

  • Build Something New  
    Map out your idea, determine what to build, and collaborate to bring an MVP or a solid 1.0 to life.
  • Improve What You Have 
    Build a new version of your existing app or add new features to your system with our expertise. 
  • Discover What You Need 
    Not sure where to start? We also offer code and architecture reviews, strategic planning, team training, and more.

Enterprise

We deploy our best-in-class assets to help you build, innovate, and accelerate your business.

  • Seamless Integration 
    We blend into your team, leading the project forward with solid communication and expertise.
  • Leadership & Management 
    Our management excels at managing remote teams and complex projects and providing technical guidance.
  • Transparency & Agile 
    We leverage tools like Trello, Skype, JIRA, and Slack to achieve transparency, synergy, and better project visibility.
How Do We Engage With You?

Time & Material Model

Enjoy complete control of the development progress, pace, & cost of the project. We recommend the time & material engagement model for dynamic business requirements. In this model, the project cost is measured in execution time and resources deployed. 

  • Flexibility
  • Easy Control
  • Transparency

Offshore Dedicated Team (ODT) Model

We put dedication into the Offshore Dedicated Team (ODT). Our ODT model involves a team of skilled developers, testers, and managers working diligently on your project. With Maruti Techlabs, you benefit from a wide range of skills, expertise, and resources.                                                     

  • Great for Large Projects
  • Efficiency
  • Adaptability

Team Extension Model

Add skills & bandwidth to your team by hiring additional developers on-demand. Our developers seamlessly integrate into your existing team. With on-demand team extension, you can fulfill your skill-specific requirements & scale the team at your pace.

  • Faster Time-to-Market
  • Focus
  • Scalability

Time & Material Model

Enjoy complete control of the development progress, pace, & cost of the project. We recommend the time & material engagement model for dynamic business requirements. In this model, the project cost is measured in execution time and resources deployed. 

  • Flexibility
  • Easy Control
  • Transparency

Offshore Dedicated Team (ODT) Model

We put dedication into the Offshore Dedicated Team (ODT). Our ODT model involves a team of skilled developers, testers, and managers working diligently on your project. With Maruti Techlabs, you benefit from a wide range of skills, expertise, and resources.                                                     

  • Great for Large Projects
  • Efficiency
  • Adaptability

Team Extension Model

Add skills & bandwidth to your team by hiring additional developers on-demand. Our developers seamlessly integrate into your existing team. With on-demand team extension, you can fulfill your skill-specific requirements & scale the team at your pace.

  • Faster Time-to-Market
  • Focus
  • Scalability
Case Study

CV Model Boosts Image Theft Detection Accuracy to 88%

Our client, PhotoStat, is an online platform for photographers and artists to find out where and how their images are being used online.

However, the challenge here was that the platform was prone to high false-positive and false-negative results, leading to incorrect results and confusion. With the help of the training datasets available, our engineers designed a search engine using computer vision technology to improve the precision of image detection.

Learn how the computer vision-based search engine reduced costs for PhotoStat in the long run and elevated the entire customer experience of their platform with outstanding results.

Read the case study
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Technology Stack
Cloud-and-vision
open-cv
Tesseract_OCR
keras
Torch
Tensor-flow
Cloud-and-vision
open-cv
Tesseract_OCR
keras
Torch
Tensor-flow
Why choose Maruti Techlabs?
14+ years experience
Start as quickly as a week
Recurring cost of training & benefits - $0
4.8/5 NPS on Clutch
Certified PMs & delivery teams
Rapid deployment & on-time delivery
Complete transparency
Robust communication across shared channels
Agile & lean startup methodology
Experience across 16 industries

We take data protection seriously. Way too seriously!

Your data is safe with us. We have a strong moral compass and complete transparency to maintain the bond between us. Furthermore, we follow the best industry practices to keep your data safe and tight.
Strict NDA
Inviolable Policies for Devices & Role-Based Access Permission
Stringent Security Measures
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Awards & Recognitions

We’re proud to accept industry accolades for our commitment to unparalleled results, client service and continuous growth.

Our People = Our Strength

We are as good as our team. And that's why we believe in hiring, training, and retaining the best talent. From following a robust hiring process to ensuring the best project deployment tools, our practices and frameworks reflect our aim to provide the best services and be the best software development team in the market.  

We take pride in the broad spectrum of world-class products built by our team. Our team of over a hundred software developers is well-versed in different combinations of JavaScript, React Native, Python, Java, Scala, PHP, and other languages. Our team's areas of expertise also include many underlying platforms, APIs, IEDs, databases, and frameworks.

Our People = Our Strength.png

Project Managers
Technical Architects
Data Scientists
Business Analysts
Software Engineers
Integration & Release Engineers
QA Engineers
System Designers
DevOps Engineers
UI/UX Designers
IT Personnel
Support Personnel

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Services
  • Software Product Development
  • Artificial Intelligence
  • Data Engineering
  • DevOps
  • UI/UX
  • Product Strategy
Case Study
  • DelightfulHomes (Product Development)
  • Sage Data (Product Development)
  • PhotoStat (Computer Vision)
  • UKHealth (Chatbot)
  • A20 Motors (Data Analytics)
  • Acme Corporation (Product Development)
Technologies
  • React
  • Python
  • Nodejs
  • Staff Augmentation
  • IT Outsourcing
Company
  • About Us
  • WotNot
  • Careers
  • Blog
  • Contact Us
  • Privacy Policy
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Our Offices

USA 
5900 Balcones Dr Suite 100 
Austin, TX 78731, USA

India
10th Floor The Ridge
Opp. Novotel, Iscon Cross Road
Ahmedabad, Gujarat - 380060

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©2024 Maruti TechLabs Pvt Ltd . All rights reserved.

  • Software Product Development
  • Artificial Intelligence
  • Data Engineering
  • DevOps
  • UI/UX
  • Product Strategy

  • DelightfulHomes (Product Development)
  • Sage Data (Product Development)
  • PhotoStat (Computer Vision)
  • UKHealth (Chatbot)
  • A20 Motors (Data Analytics)
  • Acme Corporation (Product Development)

  • React
  • Python
  • Nodejs
  • Staff Augmentation
  • IT Outsourcing

  • About Us
  • WotNot
  • Careers
  • Blog
  • Contact Us
  • Privacy Policy

USA 
5900 Balcones Dr Suite 100 
Austin, TX 78731, USA

India
10th Floor The Ridge
Opp. Novotel, Iscon Cross Road
Ahmedabad, Gujarat - 380060

©2024 Maruti TechLabs Pvt Ltd . All rights reserved.