Hello ! This is Varun. Thanks for landing on my Blog.
I work at Fission Labs, India as a Senior Software Engineer. Spend my time building RESTFul services for Cloud Applications, design and develop User Interfaces for Dashboards at Fission.
I’am from Hyderabad ! The city of Pearls and famous for Biryani !!
MTech in Data Science & Engineering, 2022
Birla Institute of Technology & Sciences, PILANI
BTech in Electrical & Electronics Engineering, 2016
Geethanjali College of Engineering & Technology
The objective of this paper is to put forward a novel approach to detect the presence of icebergs from Synthetic-Aperture Radar (SAR) imagery obtained from Sentinel-l radar imagery. Strategies like Image Augmentation are used to increase the sample size of the training data. Features are extracted from the image and important features are selected using the Decision Tree algorithm. Important features are used to train different statistical algorithms for classification like Support Vector Machine (SVM) and Convoluted Neural Networks (CNN). A comparative study of performance of different models is used to select the best performing classification algorithm. The best performing model is validated with the test data to obtain accuracy.