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Object Detection
Recognize a wide variety of objects in an image for automating workflows.
Identifying objects in an image has a wide variety of applications. This technique has been implemented by us for clients in manufacturing, industrial, e-commerce, retail, law enforcement, and consumer products. Object detection models can be used as part of cascaded computer vision models to build complete solutions.
Image Classification
Separating Dogs and Cats images is what sparked the new generation of AI interest. Today image classification models have achieved higher accuracy and higher speed than humans.
We have built models that classify images into more than one thousand categories and help human experts make decisions in seconds that earlier took minutes. We can help you achieve 80%+ efficiency gains in processes that involve visual decision-making.
Optical Character Recognition (OCR)
It’s the right time for all businesses to go digital. The current OCR technology can read printed and handwritten text in almost any language with high accuracy. We have built OCR-based digitization platforms that have achieved automated data entry with a provision for human verification and corrections. This system has been implemented in multiple languages and has scaled up to thousands of images processed in minutes allowing our clients to scale their operations 10x with the same size of team.
Image/ Video Generation (Generative AI)
Generate high-resolution realistic images and videos with modern Image generation algorithms (Generative AI). Our clients use the solutions we have built to generate new product designs, test product design ideas quickly, and use AI-generated images as inspiration for the human creativity process. Our algorithms allow users to define various design aspects
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Semantic Segmentation
Identify the main object in an image and separate it from the rest of the image with pixel-perfect accuracy.
Build advanced algorithms like advanced driver-assistance systems (ADAS), automated diagnosis from medical imaging, and satellite image analysis.
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Facial Recognition
Recognize faces from any camera position in a fraction of a second with human-level accuracy.
We have created solutions for automated attendance systems in plants and factories that removed the need to manually sign in and sign out. We have also built Video based KYC solution that matches live selfie videos with images on the KYC documents to verify the customer. This has enabled rapid customer onboarding without the need for human intervention.
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Creating real-world Computer Vision solutions
Real-world problems are seldom clean with well-defined boundaries where any one type of algorithm will suffice. Our expertise is to understand the business problem first, define it and break it into smaller components, and then apply one or more than one algorithm and techniques to solve the problem. We are all about solving real-world problems through algorithms and not just about writing code.
Case Studies
AI Model for Retail Shelf Monitoring
JashDS revolutionized retail shelf management for a major grocery chain by developing an AI-powered real-time monitoring system. The solution utilized advanced computer vision techniques and deep learning models to detect out-of-stock and misplaced products, significantly improving inventory accuracy and enhancing the customer shopping experience while reducing manual labor costs.
AI-Powered Tyre Dimension Extraction System
JashDS developed an AI-powered computer vision system for a leading automotive e-commerce platform, enabling accurate extraction of tire dimensions from images. The solution, which increased conversion rates by 25% and reduced customer support inquiries by 80%, utilized advanced technologies such as YoloV8 for instance segmentation and custom-designed augmentation techniques to simplify the online tire purchasing process.