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Seasoned technology professional with over 19+ years of experience in software…
Articles by Indranil
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Petal Counts and flower image classification using computer vision
Petal Counts and flower image classification using computer vision
By Indranil Datta
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RASA ChatBot Technology in Healthcare domain
RASA ChatBot Technology in Healthcare domain
By Indranil Datta
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Activity
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Fast Vector Similarity Search for SIEM Event Analysis
Fast Vector Similarity Search for SIEM Event Analysis
Posted by Indranil Datta
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Our Chairman and CEO Vimal Kapur shared his insights on leadership with Fast Company for its "Modern CEO" series. He discussed how serving in various…
Our Chairman and CEO Vimal Kapur shared his insights on leadership with Fast Company for its "Modern CEO" series. He discussed how serving in various…
Liked by Indranil Datta
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I am thrilled to announce that my patent for physical security software-based space modeling has been officially granted! 🎉🔒 This innovative…
I am thrilled to announce that my patent for physical security software-based space modeling has been officially granted! 🎉🔒 This innovative…
Liked by Indranil Datta
Experience
Licenses & Certifications
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The TOGAF® Standard, Version 9.2
https://www.youracclaim.com/org/the-open-group
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Publications
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ATTEMPT TO FIND NUMBER OF PETALS OF FLOWER IMAGES AND CLASSIFY FLOWERS USING COMPUTER VISION
Journal of Emerging Technologies and Innovative Research
It is imperative for researchers, botanists having inquisitive mind for flower species of given unknown flower. Petals of flowers detected through an automated process will be an exciting advantage for them. There were many studies conducted to classify flowers based on hand-crafted methodologies and recently machine learning and deep learning techniques through computers. In this work, few novel ideas are attempted to find out the petals from the flower images using machine learning methods…
It is imperative for researchers, botanists having inquisitive mind for flower species of given unknown flower. Petals of flowers detected through an automated process will be an exciting advantage for them. There were many studies conducted to classify flowers based on hand-crafted methodologies and recently machine learning and deep learning techniques through computers. In this work, few novel ideas are attempted to find out the petals from the flower images using machine learning methods irrespective of its colour, shape or orientation. This information is augmented as a description during flower classification by using deep learning models like ResNet50 and LSTM. The models are trained using images collected from Oxford University’s flower image database. Among many different attempts to perceive flower petal counts like k Means algorithm, region based, edge based, watershed transformation and hue based image segmentation, the last one has better accuracy in finding the correct numbers of petals. A robust convolution neural network classifier is built to classify the flowers thereafter. The predicted result includes petals count information derived by the above said method.
Courses
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PG Diploma in Machine Learning and Artificial Intelligence
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Languages
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English
Professional working proficiency
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A big congratulations to the recent graduates of UCLA PGP PRO cohort 9! Here's to all your determination, hard work, and growth together as an…
A big congratulations to the recent graduates of UCLA PGP PRO cohort 9! Here's to all your determination, hard work, and growth together as an…
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Director Prasanna Joshi invited Mr. Anant Saurabh, the Country Head of France at Tata Technologies and alumni of CADCAMGURU. He shared his…
Director Prasanna Joshi invited Mr. Anant Saurabh, the Country Head of France at Tata Technologies and alumni of CADCAMGURU. He shared his…
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Last Saturday was a special day as I had the privilege of being among some truly exceptional women leaders in Georgia. Rotary's Women of Impact…
Last Saturday was a special day as I had the privilege of being among some truly exceptional women leaders in Georgia. Rotary's Women of Impact…
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I would say consistency, patience and perseverance are evident, great learning from this little kid.
I would say consistency, patience and perseverance are evident, great learning from this little kid.
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