RESEARCH & IP

CellStrat is India’s top research firm in emerging areas of Artificial Intelligence, Machine Learning, Deep Learning and other cutting-edge technologies.

CONSULTING

CellStrat AI practice defines the standards in Artificial Intelligence design and consulting. Our Deep Learning algorithms are disrupting the way how business gets done !

EVENTS

Attend Disrupt4.0 events which drive the discussions around AI innovation and applications of Deep Learning in a variety of verticals. Register for the upcoming Disrupt events.

TRAINING & CERTIFICATION

Data Science and Artificial Intelligence are the hottest careers today ! Get certified with our industry-leading training courses and see your career take-off !

POPULAR COURSES

Solutions Consulting in AI and Machine Learning

EraStrat defines the standard in AI and ML application design and development.

Backed by our market-leading research content, we have expertise in algorithmic design related to machine learning protocols, deep neural networks and training AI routines. We are expert in developing scalable machine learning programs and applications.

Contact us for all your ML design and development needs.

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RECENT POSTS

06
Jul
CellStrat AI Platform for Healthcare Applications

#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Recently, we conducted our first Product Showcase for our new world-class Healthcare AI application platform. Given the times, COVID-19 detection is our top focus in terms of product development, but we also have other exciting healthcare AI applications being developed related to brain, eye and cancer issues. The following demos were presented […]

Posted in: Brain and Neurology, Computer Vision, COVID-19, Deep Learning, Eye and Vision,
Tags: 3D CNN, AI lab, AI product, AI research, AWS, brain lesion, Brain Lesions, Chest X-Ray, Conditional Random Fields, COVID-19, CRF, CT Scan, data augmentation, DeepMedic, diabetic retinopathy, Disrupt4.0, explainable AI, eye disease, Grad-CAM, healthcare AI, image classification, image segmentation, INFNET, Magnetic Resonance Imaging, MRI, pneumonia, sagemaker, TBI, Traumatic Brain Injury, UNET,
25
Jun
Explainable AI with Grad-CAM

#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently, our AI Lab Researcher Bismillah Kani presented a superb session on Grad-CAM, which is used to detect “why they predict what they predict“. In other words, it explains the AI algorithms, specifically, it explains the results of vision applications. Introduction :- Deep Learning in Computer Vision has achieved breakthrough performance […]

Posted in: Computer Vision, COVID-19,
23
Jun
Relational GCN for Heterogeneous Graphs

#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently, our AI Lab Researcher Gouthaman Asokan presented an amazing session on Relational Graphical Convolutional Networks (Relational GCN). These are particularly useful for mining heterogeneous groups. Table of Contents :- GCN HOMOGENEOUS AND HETEROGENEOUS GRAPHS KEY IDEAS OF RELATIONAL GCN FINDING PAGERANK USING MESSAGE PASSING BUILDING A RELATIONAL GCN FOR THE […]

Posted in: Graph Neural Networks, Publishing, Retail,
Tags: ACM Citation, Entity classification, GCN, GNN, graph analysis, Graph Convolutional Network, graph network, graph neural networks, graph theory, heterogenous graphs, homogeneous graphs, knowledge graph, Link Prediction, Message Passing, ontology, ontology graph, PageRank, pytorch, R-GCN, recommender systems, relational GCN,

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