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<title>Home | Carnot Research</title>
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Checkout our new launch: <b>icarKno-chat</b> Query any document with ease in your own language
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<li><a href="#" data-href="#section-products"><div>Products</div></a></li>
<li><a href="#" data-href="#section-services"><div>Services</div></a></li>
<li><a href="#" data-href="#section-research-areas"><div>Research Areas</div></a></li>
<li><a href="https://playground.carnotresearch.com/" target="_blank"><div>Demos</div></a></li>
<li><a href="https://carnotresearch.medium.com/" target="_blank"><div>Blog</div></a></li>
<li><a href="https://cr-vision.carnotresearch.com/" target="_blank"><div>Open Source</div></a></li>
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<h2 data-caption-animate="fadeInUp">Welcome to Carnot Research</h2>
<p data-caption-animate="fadeInUp" data-caption-delay="200">Empowering individuals and organizations to leverage cutting edge research and enable innovation.</p>
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<h2 data-caption-animate="fadeInUp">Research Areas</h2>
<!-- <p data-caption-animate="fadeInUp" data-caption-delay="200">Carnot Research envisions to propel technology innovation by delivering predictable & measurable research solutions.</p>-->
<p data-caption-animate="fadeInUp" data-caption-delay="200">Active in a wide variety of research areas with major focus on Computer Vision and NLP.</p>
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<h2>We are <span>Carnot Research</span></h2>
<span>Everything About Us</span>
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<div class="col_one_third">
<div class="heading-block fancy-title nobottomborder title-bottom-border">
<h4>Who We <span>Are</span>.</h4>
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<p>We are a team of professors, scientists, and engineers from the top IITs in the country. We share a passion for conducting deployable research and innovating deep-tech products in the area of machine learning and deep learning, including NLP. Collectively, the team members have experience of over 120 years and hold multiple patents and papers in the top journals and conferences.
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<h4>What we <span>Do</span>.</h4>
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<p>Carnot Research develops cutting-edge technology products and provides research services and industry skilling in niche and deep tech areas, namely AI, Computer Vision, AR/VR, NLP and IoT. The key differentiator is our ability to conduct managed research for serving your innovation needs. Our strength is the selected group of researchers, trained in the best institutes and with extensive industry experience, that steer research to realize/exceed your business goals.
</p>
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<h4>Our <span>Mission</span>.</h4>
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<p>Carnot's mission is to work with companies & organizations of all sizes, from startups to Fortune 500 companies to government agencies. We are applying AI to design & develop advanced solutions to complex, challenging problems across industries - retail, healthcare, manufacturing, media, sports, telecom, & IoT. We are active in a wide variety of research areas with major focus on computer vision and NLP. We are also capable of providing seamless cross domain linkages with IoT, Blockchain and Cyber Security.</p>
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<h2>Services</h2>
<span>We provide research consultancy, industry skilling and IP development services across industries.</span>
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<h3>Healthcare</h3>
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<h3>Cyber Security</h3>
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<h3>Sports</h3>
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<h3>Industry Skilling</h3>
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<h2>Research Areas</h2>
<span>We conduct research in primarily 2 areas.</span>
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<h3>Computer Vision</h3>
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<p>We use state of art approaches in computer vision and deep learning to help organizations extract, analyze and understand information from images & videos. By integrating computer vision technology into existing systems, organizations can automate and improve speed of various mechanical processes and also reduce operational costs. Our R&D team is constantly evaluating and testing latest approaches, taking on new client challenges in different areas.</p>
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<h3>Object Detection</h3>
<p>Pedestrian Detection, Medical Imaging, Image Search, Automatic Image Annotation, Object Counting. </p>
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<h3>Face Recognition</h3>
<p>Retail Crime Prevention, Smarter Advertising, Facial Biometrics, Automated Attendance.</p>
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<h3>Video Analytics</h3>
<p>Patient Monitoring, Predictive Maintenance, Store Heatmap, Surveillance, Autonomous Vehicles.</p>
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<h3>Activity Recognition</h3>
<p>Security & Surveillance, Fitness Tracking, Fall Detection, Elderly Care, Event Detection.</p>
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<h3>Emotion Recognition</h3>
<p>Market Research, e-Learning, Remote Elderly Care, Couselling, Driver Fatigue Monitoring.</p>
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<h3>Pose Estimation</h3>
<p>Gait/Posture Analysis, Animation, Gaming, Virtual/Augmented Reality, Surveillance.</p>
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<h3>Depth Estimation</h3>
<p>Robotics & Trajectory Estimation, Augmented Reality, Haze & Fog Removal.</p>
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<h3>Semantic Segmentation</h3>
<p>Bio-medical Image Diagnosis, Autonomous Driving, Satellite Image Processing, Precision Agriculture.</p>
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<h3>Object Tracking</h3>
<p>Sports Analytics, Human-Computer Interaction, Autonomous Driving, Surveillance.</p>
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<h3>Natural Language Processing.</h3>
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<p>Carnot conducts research in NLP with the goal of making machines read, understand and communicate in human language more effectively. We help organizations in deriving valuable insights hidden in unstructured data - text, email, customer reviews, social media, audio, images, and videos. Organizations can derive a number of benefits by integrating NLP capabilities into existing systems, like cost control, faster processing and smoother integration of data analysis capabilities. NLP is especially useful for organizations that analyze or consume complex documents and texts, or rely on this process in some form.</p>
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<h3>Sentiment Analysis</h3>
<p>Brand Monitoring, Employee's Feedback Tracking, Customer Support, Competitor Monitoring.</p>
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<h3>Question Answering</h3>
<p>Personal Assistants, Smart Home & Entertainment, HR Assistant.</p>
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<h3>Automatic Summarization</h3>
<p>Media Monitoring, SEO, Financial Research, Legal Contract Analysis, e-Learning, Patent Research.</p>
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<h3>Speech Recognition</h3>
<p>Virtual Assisants, Home Automation, IVR, Language Learning, Emotion Recognition, Transcription.</p>
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<h3>OCR</h3>
<p>Ivoice Management, Document Digitization, Handwriting Recognition, QR/Barcode Scanners.</p>
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<h3>Machine Translation</h3>
<p>Webpage Translation, Foreign Tourist & Military Communication Assistance, User Content Translation.</p>
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