Overview
In today’s fast-paced world powered by innovative technologies such as mobile, cloud, Blockchain, AI, and IoT, enterprises need to reimagine and rebuild their businesses with Artificial Intelligence at the core, which acts as a powerful enabler to deliver superior customer experience, boost operational efficiency and fuel business growth.
At Debut Infotech, we provide a broad spectrum of AI application development and consulting services that enable organizations to redefine the way they operate their businesses. Over the past few years, we have chiseled our skills in machine learning, deep learning, computer vision, and natural language processing.
Services
Face Recognition
With Face recognition services, you can easily analyze, organize, and tag faces in the images. Facial recognition services work by recognizing the image and processing it to identify the person by comparing the data with the existing stored data. This technology finds various applications across industries such as healthcare, manufacturing, and biometric access in security systems.
Video Analytics
With this service, you can easily analyze video content to limit the temporal and spatial events such as social gathering, smoke, and tamper. In addition to analyzing video content in real-time, you can also extract data, send alerts/notifications, and do much more by eliminating the need for manual monitoring.
Object Detection
The first and most basic stage of intelligent image analytics is object detection. Easily automate processes by detecting objects, deformities, and anomalies in the images. This feature finds applications in video surveillance, insurance claims, property maintenance, etc.
Image Classification
The applications of image classification include machine vision and video surveillance. Image analytics solutions offer relevant insights by recognizing different objects in images and videos.
Machine Learning
We implement machine learning concepts to build AI-powered solutions that can help you gather unstructured data and convert it into actionable insights, which moreover drives business growth.
Business Intelligence
Our dedicated AI developers, analysts, and consultants are highly proficient in building strategies to execute optimization, customer analysis, forecasting, and performance analysis.
Natural Language Processing (NLP)
Leveraging NLP and NLU, i.e. Natural Language Understanding, our AI developers help organizations to thoroughly analyze customer feedback, which in turn improves customer engagement and business revenue.
Data Science and Research
Our AI data scientists provide an array of services that include digging into unstructured datasets, data processing, creating predictive models, and converting them into actional information.
Artificial Intelligence Case Studies
AI-Driven Recommendations for Great Customer Experience
Developed an AI-powered recommendation engine to provide relevant, personalized suggestions to users based on their unique preferences and browsing behavior, be that for movies, TV shows, series, podcasts, music, books, matrimony, dating, social feed, and more. Businesses of all sizes from different industries leverage this innovative recommendation solution to achieve maximum business value.
Spoken Keyword Detection on a mobile device
Technologies: Tensorflow lite, Keras, Tensorflow, WavenetFor an augmented reality mobile game, team Debut worked on spoken keyword detection with complete implementation on mobile devices using Tensorflow Lite/Keras framework. Requirements included that the model is tiny to be packaged with a mobile app. We implemented a Wavenet model with dilated convolutions, smoothed loss, to achieve over 80% recall with less than 2 false positives per hour of recorded audio.
Task-Oriented Chatbot
Technologies: PytorchImplemented a general task-oriented chatbot with custom model architecture, that was able to learn to query and incorporate relation databases to make natural language conversation. Developed a deep learning model that was able to beat state of art models from leading researchers at Stanford University by over 10 percent points on BLEU score on a public dataset by the same researchers.
Accidental Damage detection on automobile images taken through varied mobile cameras
Technologies: TensorflowFor an insurance provider, we built additional features for an existing object detection system to identify broken/scratched and dented car parts from car images. Using novel data augmentation techniques and neural net model improvements implemented over a short time frame of a single month, we were able to improve the Average Recall and Average Precision across all damage type categories by 8% and 4% respectively.
Banking- Data extraction
Commercial banks have adopted OCR systems to automate the classification and data extraction from the scanned document. Opting for computer vision OCR systems that can read unstructured documents in varying templates and then help in automating the document classification, data extraction and processing would significantly increase the accuracy levels.
Intelligent Transportation Systems
Automatic number plate recognition, using the image processing technique of Computer vision indicates new ways of capturing the traffic data. With Automatic Vehicle identification technology and non-stop toll collection methods, a more efficient system can be built. Such systems play an important role in automatic toll collection- by developing systems that can detect text of the license plate from different geometries, sizes, and fonts.
Video Analytics- Social distancing
By adopting computer vision in the field of valuable data extraction, physical and social distancing can be monitored. The solution would work by monitoring the physical and social distancing among the public. Based on the data accessed, it would further send alerts in case the protocols are being violated. Confirm the number of people in a given facility and check the congregation limit while maintaining social distancing.
Face Recognition- Mask detection
Face masks are one of the best defenses against the spread of COVID-19, but their growing adoption is breaking the facial recognition algorithms. Object Detection and Classification are two major tasks behind this use case. By detecting the facial features of a person crossing the camera and comparing it with the already saved data, AI can enable us to recognize people wearing masks.
Healthcare- Medical Imaging
Computer vision is also predominantly used in medical imaging such as CT scans, X-rays, and MRI. CT scans are used to detect tumors, internal bleeding, and other life-threatening conditions. A recent study at the University of Central Florida proved that while proficient doctors had only 65% accuracy in detecting lung cancer, the machine was right in 95% of the cases.
Our Artificial Intelligence Tech Stack
Our Process
Visual data is the primary form of data received by humans. With our robust AI and cutting-edge computer vision solutions, you can capitalize on the visual data around you.
Project Analysis
To begin the process, we analyze your business goals and project requirements. Structured, relevant, and quality data is prepared and kept as a reference for future comparison. Numerous development approaches are discussed and the success criteria of PoC is agreed upon.
Preparing Data
Labelling the Data sets makes them more search-friendly. Similar patterns are looked for and filtered with this approach. With great experience in R&D projects, our engineers evaluate the selected procedures. The scope of the project is also decided with this approach.
Development and Implementation
Debut Infotech helps you to develop custom vision solution using advanced technologies such as computer vision, AI and Deep learning . A series of automated processes are executed to ensure the real-world feasibility of the solution.
Continual Maintenance
After the successful delivery for your required AI computer vision service, we make sure to provide you a full range of maintenance and support services. Continuity is ensured by our software engineers by modifying and updating the algorithms.
Why Debut Infotech?
At Debut Infotech, we take pride in designing ostentatious procedures to achieve maximum accuracy and run-time performance.
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India
Punjab
Plot No. C-204, Ground floor, Industrial Area Phase 8B, Mohali 160059
USA
Chicago
205 North Michigan Avenue,
Suite 810,
IL, 60601
Canada
Ontario
326 Parkvale Drive, Kitchener Ontario,
N2R1Y7