Search Results for author: Dina B. Efremova

Found 3 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

Automatic Weight Estimation of Harvested Fish from Images

no code implementations6 Sep 2019 Dmitry A. Konovalov, Alzayat Saleh, Dina B. Efremova, Jose A. Domingos, Dean R. Jerry

The two CNNs were applied to the rest of the images and yielded automatically segmented masks.

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