Segmenting and classifying tuberculosis, pneumonia and COVID-19 in chest X-rays
A deep learning pipeline that first isolates the lungs in a chest X-ray, then classifies the image as normal, tuberculosis, pneumonia or COVID-19.
Case studies & projects
Our research projects and solution blueprints across technologies, industries and products.
Technology
Research projects are based on peer-reviewed papers and patents by our founding team. Solution blueprints describe how we deliver a type of project; they are not specific client engagements.
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Transformer models for coronary artery wall segmentation in intravascular ultrasound
A review of transformer and attention-based deep learning architectures for outlining coronary artery walls in IVUS images, and where they outperform earlier networks.
Crop disease detection and advisory for a farmer producer organisation
Farmers photograph an affected plant; the app identifies the likely disease and gives treatment advice in Marathi, Hindi or English, while the FPO sees outbreaks on a map.
Motor claims intake agent with photo damage assessment
An AI agent that collects claim documents and photos, checks them against the policy, estimates damage from images and prepares the case for a surveyor or adjuster.
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