Search Results for author: Mangalam Sankupellay

Found 2 papers, 1 papers with code

Data-Efficient Classification of Birdcall Through Convolutional Neural Networks Transfer Learning

1 code implementation17 Sep 2019 Dina B. Efremova, Mangalam Sankupellay, Dmitry A. Konovalov

In this research, we evaluated the effectiveness of birdcall classification using transfer learning from a larger base dataset (2814 samples in 46 classes) to a smaller target dataset (351 samples in 10 classes) using the ResNet-50 CNN.

General Classification Transfer Learning

Underwater Fish Detection with Weak Multi-Domain Supervision

no code implementations26 May 2019 Dmitry A. Konovalov, Alzayat Saleh, Michael Bradley, Mangalam Sankupellay, Simone Marini, Marcus Sheaves

Given a sufficiently large training dataset, it is relatively easy to train a modern convolution neural network (CNN) as a required image classifier.

Fish Detection General Classification

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