1 code implementation • 17 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.
no code implementations • 6 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.
no code implementations • 4 Aug 2019 • Dina B. Efremova, Dmitry A. Konovalov, Thanongchai Siriapisith, Worapan Kusakunniran, Peter Haddawy
We have chosen MICCAI 2017 LiTS dataset for training process and the public 3DIRCADb dataset for validation of our method.