Namrata Dutt – Medium

Namrata Dutt

Landcover classification using LiDAR and Hyperspectral data Fusion

Learn to perform robust landcover classification using the fusion of hyperspectral and LiDAR data.

5 min readDec 26, 2022

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Landcover classification using LiDAR and Hyperspectral data Fusion

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Namrata Dutt

A Quick Guide to LiDAR: Part 3

Learn to perform robust landcover classification using NxN neighborhood around a pixel.

4 min readJun 25, 2022

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A Quick Guide to LiDAR: Part 3

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Namrata Dutt

Music genre classification using CNN: Part 2- Classification

Learn how to classify music genres using CNNs.

5 min readJun 1, 2022

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Music genre classification using CNN: Part 2- Classification

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Namrata Dutt

Music genre classification using CNN: Part 1- Feature extraction

Learn how to extract features from audio and classify music into different genres using a Convolutional Neural Network.

6 min readMay 20, 2022

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Music genre classification using CNN: Part 1- Feature extraction

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Namrata Dutt

A Quick Guide to LiDAR: Part 2

Learn how to visualize LiDAR data with python and perform classification using height and intensity.

5 min readMar 10, 2022

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A Quick Guide to LiDAR: Part 2

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Namrata Dutt

A Quick Guide to LiDAR: Part 1- Theory

A concise article on important concepts and terms about LiDAR which are necessary to understand its working and usage.

6 min readMar 4, 2022

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A Quick Guide to LiDAR: Part 1- Theory

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Namrata Dutt

A Beginner-friendly Overview of Corner Detection Algorithms

A brief theoretical description of Harris Corner Detection and Shi-Tomasi Corner Detection algorithms

5 min readAug 29, 2021

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A Beginner-friendly Overview of Corner Detection Algorithms

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Namrata Dutt

Namrata Dutt

Ph.D. Student at University of Florida | Interested in Image Processing, Machine Learning and Remote Sensing | Poetry Enthusiast

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