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CSM Tech has been offering quality services since 1998. Discover the periodically outstanding achievements and works tho...
This section hosts the list of awards, achievements, recognitions and milestones those make CSM Tech a true leader.
Discover genuine testimonials from satisfied customers and learn why they choose CSM Tech. Find out how we've helped oth...
A global leadership team, known as the Acceleration Team, and the leaders of our officers and practices.
Explore our IT team's expertise in maximizing efficiency with cutting-edge tech stacks. Partner with CSM Tech for transf...
Are you passionate about emerging technologies, we at CSM Tech are looking for you. Apply for your relevant job openings...
Follow our LifeAtCSM handle on Instagram where we share employee's life at CSM. Join the #LifeAtCSM conversation on soci...
CSM’s Alumni Portal. Reconnect to revisit the journey in CSM to explore new synergy, request for documents or for any ...
Explore a full range of openings at CSM Tech for various technologies and apply for the relevant one to get on boarded.
CSM invites Industry Consultants to empanel with us and work on pathbreaking Digital Transformation projects in various ...
CSM Tech pioneers in AI and allied services, crafting innovative solutions that redefine industries. From machine learning to cutting-edge technologies, we drive transformative outcomes for a smarter future.
CSM Tech specializes in delivering comprehensive consulting and allied services, offering strategic expertise and innovative solutions to empower businesses in navigating the dynamic landscape of technology and ensuring sustainable growth.
CSM works in the Analytics sector in understanding and putting data to use to help organizations learn about evolving opportunities, hidden threats, changing customer expectations and the competitive landscape, in context and in time to respond meaningfully and bring value.
Building the perfect brand story is all about understanding the characters who make it. To build a well-connected customer base or facilitating the government to provide best of services to its citizens, it is imperative to communicate well, listen with intent and react with positivity. Our Emerging Technology Suite of products are designed to make the whole process easy and smart.
CSM Tech excels in Engineering, Applications, and Transformation. We innovate, build, and transform, driving technological excellence for a dynamic future.
CSM Tech specializes in IT Facilities, Cybersecurity, and Partner Services. Elevate your business with our comprehensive solutions for a secure and efficient digital landscape.
In an era of connected consumers and disruptive markets, bringing the farm-to-plate is difficult. CSM helps maximize the impact of organizations dealing with food and food commodities with digitization, data authentication, and last-mile transactions.
CSM’s suite of citizen centric services are bridging the gaps between citizen and government.
The management of education system is as important as education itself. With the changing trends of imparting education, the ecosystem therein also needs disruption to accommodate. Investing in technology hits home like nothing else when it comes to fast-paced and unstructured study environments.
From agri-procurement automation system, supply chain management to agri-commodity auction and smart public distribution system, CSM has digitally transformed the post-harvest landscape of agriculture optimizing the process, accessibility and accuracy to increase the productivity of the systems in place.
The gamut of Government Functions suite is to enable government services more accessible online, reduce the cost of accessing those services, streamline administrative processes, improve turnaround times, and strengthen accountability and responsiveness.
Managing the healthcare ecosystem requires an ability to bridge the entire ecosystem. From making Primary Health Centres more efficient to building a robust supply chain for medicines and medical equipment to making hospital administration easy. CSM’s Healthcare Solutions have been at the forefront of making it easy for both governments by helping them manage their health centres better to large corporate hospitals by ensuring the system runs like clockwork.
The suite of solutions in the land and industry domain is a complete package that ensures seamless, paperless and contactless systems for different stakeholders like city governments, investors, land developers and Greenfield projects for better efficiency and transparency. This ensures ease of doing business for promoting better investment possibilities.
The mining industry has many stakeholders and even more compliances owing to it being a National and Regional issue. Few can provide digital end-to-end solutions to various aspects of the Mining and the Minerals industry. CSM’s solutions are testimonials that complex processes can also be tamed to reap benefits if amicably implemented.
Cities represent the genesis and evolution of a civilisation. They represent the pinnacle of country’s progress. However, most cities have turned into urban sprawls. The cities of the future will be a harmonised blend of its history, character, its people and the environment. CSM is helping city governments in making this possible through its Smart City suite of products and services.
Leveraging digital transformation for strengthening inbound tourism
From making Primary Health Centres more efficient to building a robust supply chain for medicines and medical equipment to making hospital administration easy. CSM’s HealthEase has been at the forefront of making it easy for both governments by helping them manage their health centres better to large corporate hospitals by ensuring the sys...
The cities of the future will be a harmonized blend of its history, character, its people and the environment. CSM is helping city governments in making this possible through Urbansity product stack. The features cover all the services associated with a citizen life cycle, single window facilitation portal for building plan approvals, property tax a...
CSM's CXP, or Citizen Experience Platform, is our suite of solutions that harnesses the power of technology to deliver exceptional citizen experience. CSM has reckoned best-in-class features that enable dialogue between citizens and governments. CSM CXP incorporates the fundamentals of citizen-government relation while blending it with stand...
The suite of GovLabs is specially designed to help governments to join in into the digital revolution and connect the bridge between technology and services. Vesting in digital and automation can make government services more accessible online, reduce the cost of accessing those services, streamline administrative processes, improve turnaround times...
Edvize is a CSM’s suite of education making smart and effective investments in people’s education. EdVize in Education management has been upgraded for more than 10 years of domain proficiency that includes Admission Automation, Scholarship Management, School Mapping & Training Management Information systems are ...
CSM’s state-of-art technology disruptions are bringing about a paradigm shift in food security policies, programs, and the systems of the state. Our FoodPrint is a suite of post-harvest solutions that ensures three key components of food security i.e. sufficient availability, adequate accessibility & effective utilization.
IntegratORE is the CSM’s comprehensive suite and the seamless integration of processes to ease all the mining challenges with the game-changing digital solutions. IntegratORE serves as a one-stop, seamless digital window where you can discover the complete suite of automated mining solutions across the below verticals, catering to...
Agrigate, CSM's AgriTech suite of offerings is transforming the agricultural landscape. As an tech enabler it empowers the cultivators and consumers, with increased productivity and greater accessibility. Agrigate disrupts new possibilities for transforming agriculture outcomes and ensure food security.
A one-stop land allotment and management system that unfolds seamless implementation of contactless & paperless solutions for investors promoting EoDB. Our LANDMAS Suite offers single-window investors' facilitation for all land allotment & management services at one stop.
TOURQUE is a one-stop digital interface for all the stakeholders in the travel value chain. It is the only seamless digital offering that democratizes opportunities for all and offers a complete assisted journey from destination discovery to delight. The integrated website aggregates all key players and connects them to yield a sustainable ecosystem...
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A profound understanding of the evolving threat landscape and the tools, strategies, and policies.
Exploring the potential of generative AI in building models that are capable of generating contents.
The emerging UAV technology is expanding the horizon of greater possibilities for smart business
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An exploration of use cases of Facial Recognition for effective governance.
Highly integrated platform that facilitates end-to-end life cycle management for customers/buyers
Optimizing Agro- production through a centralized platform of soil information and recommendations.
Facilitating urban local government in infrastructure development in Ethiopia
A unified, interoperable citizens’ database that act a single source of truth for government schemes
One stop solution for grievance registration and redressal through an inclusive omnichannel platform
The golden records, serve as the single version of truth empowering farmers, reforming farm policy.
CSM believes in the success that depends on the ability to transform dreams & ideas into reality.
A single window system for land allotment, management & development facilitating investors.
Leveraging advanced IT solutions like Port Community Systems and automated tracking can revolutionize port management in East Africa, boosting efficiency and regional trade competitiveness.
CSM Tech drives agricultural transformation through digital farmer registries, enabling smarter policies and better access to resources.
Leveraging technology can revitalize Kenya's coffee sector by addressing challenges like climate change, market access, and inefficiencies, paving the way for a more resilient and productive future.
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Cloud partnerships are driving digital transformation in Africa, democratizing access to advanced technologies and fostering innovation for sustainable economic growth.
A centralized system ensuring a sustainable, safe, inclusive, and well-managed learning environment for quality education.
One-Stop portal presenting the dynamic essence of Varanasi in one centralized platform.
The first-of-its kind Augmented Reality (AR) technology that revamped the ore sampling process through AR enabled randomization.
An integrated SAS advance analytics solution that uses forecasting models for Fraud Detection & Investigation to predict the production, dispatch and revenue in mining.
The SRIS automates the survey household data collection and management in a centralized system.
An end-to-end automation system leverages the improved institutional performance of the local governments to effectively deliver infrastructure and service delivery.
A seamless end to end solution that brings transparency in the seed certification process for the food industry.
An Integrated ICT platform that provides field surveillance data, forecasting, risk assessment and recommendations for farmers & monitoring agencies.
Building a verified farmer database that enables an accurate estimation of food producers in a region.
A single source of truth for 360 degree authenticated farmer details
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Manage & Control grievances and suggestions from registration to resolution.
Transparent and real-time grievance management that builds and enhances G2C relations
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Built to provide transparency and efficiency to the disbursement of financial aid to students for both state / national and private bodies.
A GIS based solution designed to help make government education departments and large educational entities to make data backed decisions for maximum impact.
A solution built to help Primary Educational Institutes manage their operations seamlessly, while ensuring quality of education.
The Unified Platform facilitates teachers with need based training and access to information to upskill themselves for quality education.
Seamless process automation ensuring better transparency, accuracy, and timely result.
An online auctioning platform built for volume driven commodities sale to ensure transparency and efficiency in the process benefitting the beneficiaries.
The key solution to managing the farm to table value chain while making the whole process seamless, efficient & transparent.
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A full stack procurement solution that streamlines one of the factors in the agriculture value chain for both the farmers and the procurement agencies.
Facilitating results oriented fund utilization for efficient economy.
Facilitating creation of centralized worker database for effective policy & scheme implementation and monitoring .
Identify potential conflict of interest & prevent impropriety in conduct of public affairs.
Expedite license issuance via a single, centralized database of contractors.
An ICT platform for speed & transparency in government communication.
Ensuring timely disbursal of wages for social security & empowerment of labour force
Secure, interactive and transparent end-to-end tender lifecycle management for procurement of goods and services
Facilitate effective delivery of the social protection programs
Enabling authorities to respond effectively to a public health crisis
Manage & Control grievances and suggestions from registration to resolution.
A one-stop data repository to identify and authenticate beneficiaries for government schemes
Transparent and real-time grievance management that builds and enhances G2C relations
Ensuring Sustainable Forest Management Through Digitalization
Making Aid Management Easier with Efficient Monitoring and Data-driven Decision-Making
An end-to-end Information tracking process of cooperatives and their activities
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Ensuring access to essential medicines at the right time.
An Integrated solution to make your health care operations smarter.
A one-stop solution for a Unified Health Care Monitoring System
Switch to an easier and reliable platform for compliance management
Bringing ease through automation of approval, monitoring and certification for construction plan.
Enabling investors and customers to seamlessly access applications for approvals and update plans.
An end-to-end ICT enabled automated system Implemented for investor facilitation
High performance systems that aids and augments sales in mining domain through automation of customer relationship management services.
A system built for both the Mining Conglomerates & the Authorities that uses power of technology to make the management of the entire mining value chain transparent and tamper proof.
Highly Integrable solution featuring a robust engine to handle, manage and collaborate mineral concession grant activities that are often spread across a number of authorities and stakeholders.
Cutting edge Mine surveillance tool that harnesses the power of aerial survey to make monitoring & tracking of mines effortless.
The unmanned system is significant in optimizing the production throughout, speed of mineral evacuation and minimize pilferages in the supply chain.
A seamless solution to optimize throughput, ramp up productivity, cut turnaround time and curb theft.
A portal that makes the management & monitoring of Foundation,Trusts and Funds easy for local agencies.
One-Stop Solution with Less Human Intervention Mobile Application in Mining
Ensuring safety, efficiency and compliance through real-time mapping in mining logistics
To tap the potential for urban redevelopment & facilitate EoDB to spur reinvestment
Streamline management of community facilities for better citizen experience.
A system that facilitates smooth levying of property tax for government and maintains transparency of ULB’s for citizens.
Improving the payment ecosystem for the ease of citizens & better economy flow
Fostering citizen- government relationship through prompt access to information
A Civil Registration & Vital Statistics (CRVS) System that takes cognizance of every citizen.
Facilitates civil registration of vital events essential for safeguarding social status and planning schemes
Expedite construction plan & permit approval process for infrastructural expansion
Transforming waste management for preserving human & ecological future
Unified portal for stakeholders facilitating digital infrastructure for business generation
Improving digital brand presence through enhanced customer experience.
Digitally Empowered Vision For a Digital-First World
Computer vision (CV) is the subcategory of artificial intelligence (AI) that targets creating and operating digital systems to process, interpret and analyze graphical data. Computer vision aims to facilitate computing devices to perfectly recognize an object or an individual in a digital image and take suitable action. Computer vision employs convolutional neural networks (CNNs) to process visual data at the pixel level and an in-depth understanding of recurrent neural networks (RNNs) to understand how one pixel connects to another.
Earlier experiments in computer vision were initiated in the 1950s and it was first put to use commercially to differentiate between typed and handwritten text by the 1970s. Today, the applications for computer vision have extended exponentially. By 2022, IBM and Data Science have predicted that the computer vision and hardware market will reach $48.6 billion.
One of the driving aspects behind the evolution of computer vision is the quantity of data we develop today that is used to prepare and make computer vision better.
Along with a remarkable amount of visual data (more than three billion images shared online every day), the computing power needed to explore the data is now obtainable. As the field of computer vision has grown with new hardware and algorithms so have the accuracy rates for object identification. In less than a decade, today’s systems have reached 99% accuracy from 50% making them more accurate than humans at quickly reacting to visual inputs.
Computer Vision uses a technique known as semantic segmentation, which applies a class label to each pixel in the image to give the AI a more accurate view of the world around it.
Two essential technologies are used to accomplish this: a type of machine learning called deep learning and a convolutional neural network (CNN).
A CNN helps a machine learning or deep learning model “look” by breaking images down into pixels that are given tags or labels. It uses the labels to perform convolutions (a mathematical operation on two functions to produce a third function) and makes predictions about what it is “seeing.”
Before the inception of deep learning, the tasks that computer vision could function were restricted and needed an excess of manual coding and effort by developers and human operators.
Today’s ultra-fast chips and related hardware, along with the fast reliable internet and cloud networks, make the process lightning fast.
One crucial factor has been the willingness of many of the big companies doing AI research to share their work with Facebook, Google, IBM, and Microsoft, notably by open sourcing some of their machine learning work. As a result, the AI industry is cooking ahead, and experiments that not long ago carried weeks to conduct might take 15 minutes today. And for multiple real-world applications of computer vision, this method all ensues constantly in microseconds.
Computer vision is one of the places in Machine Learning where core ideas are integrated into major products that we use every day. Add examples in each of the sub-categories that you mention below, please check comments against them:
Computer vision boosts self-driving cars to create insight into their surroundings. Cameras capture video from various angles around the car and provide it to computer vision software, which then processes the photos in real-time to discover the extremities of roads, and detect traffic signs, cars, objects, and pedestrians. For example; Manufacturers such as Tesla, BMW, Volvo, and Audi use multiple cameras, lidar, radar, and ultrasonic sensors to acquire images from the environment so that their self-driving cars can detect objects, and lanes markings, signs and traffic signals to safely drive.
Computer vision also plays a vital part in facial recognition applications, the technology that enables computers to resemble images of people’s faces to their self-identity. Computer vision algorithms notice facial features in images and resemble them with databases of duplicate profiles. Consumer devices use facial recognition to establish the uniqueness of their owners. Various social media apps use facial recognition to see and tag users, and law enforcement agencies rely on facial recognition technology to catch criminals in video feeds. For an example; China is definitely on the cutting edge of using facial recognition technology, and they use it for police work, payment portals, security checkpoints at the airport and even to dispense toilet paper and prevent theft of the paper at Tiantan Park in Beijing, among many other applications.
In augmented and mixed reality, Computer Vision technology enables computing devices such as smartphones, tablets, and smart glasses to overlay and implant virtual entities on real-world imagery. The computer vision technology enables AR gear to detect objects in the real world like tabletops, walls, and floors to select the locations on a device’s display to establish a virtual object. For instance, computer vision algorithms can help AR applications detect planes such as tabletops, walls and floors, a very important part of establishing depth and dimensions and placing virtual objects in the physical world.
Computer vision works best within health tech. Computer vision algorithms can assist in automating tasks like detecting cancerous moles in skin visions or uncovering symptoms in x-ray and MRI scans. Cancer detection is another notable example. Accuracy in diagnosing different forms of cancer is vital. According to Google, computer vision tools assist in detecting cancer metastasis with much higher precision than human doctors.
The agricultural industry has detected various interpretations of computer vision - artificial intelligence (AI) models in regions such as planting, harvesting, advanced analysis of weather conditions, weeding, and plant health detection and tracking.
At CES 2019, John Deere featured a semi-autonomous combine harvester that uses artificial intelligence and computer vision to analyze grain quality as it gets harvested and to find the optimal route through the crops. There’s also great potential for computer vision to identify weeds so that herbicides can be sprayed directly on them instead of on the crops.
Enabling computers to witness human is very tough. Inventing the machine that sees as we humans do is deceptively tough because we are never sure about the operation of human vision in the first place.
Studying biological vision needs an experience of the perception organs like the eyes and the brain. Progress has been made by charting the approach and learning the tricks and shortcuts used by the system, although like any study that involves the brain, there is a long way to go.
More applications of Machine Learning in Computer Vision contain areas like Multilabel Classification and Object Recognition. In Multilabel Classification, we seek to create a model to identify accurately the number of objects present in an image and to what category they belong. In Object Recognition instead, we aspire to carry this idea a step ahead by determining the role of the various objects in the picture. Neuromorphic vision sensors will be the next direction after computer vision as they will be used to mimic the sensing and early visual-processing characteristics of living organisms.
Computer Vision (CV) is presently one of the primary applications of Artificial Intelligence. One of the main essentials needed to deploying a CV system is testing its robustness. CSM’s CV system is invariant to environmental changes (such as changes in illumination, orientation, and scaling) and able to perform its designed task repeatedly.
CSM has implemented a facial recognition application (E-Pass) in Secretariat Govt. of Odisha and its own City Office as well. This CSM’s Face Recognition Based Permission System is a web-enabled system that verifies a person who has registered and applied for the pass earlier. It permits when your face matches with the image captured earlier with the real-time identification captured in the camera within 2-3 seconds during entry. CSM has developed the GovTech space by harnessing emerging technologies to transfigure governance.
CSM has designed many solutions in mining, recognizing lumps and fines are tracked with the help of CSM’s computer vision app.
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