Dataset_BeringSea.zip

File labeled 'Dataset_BeringSea.zip' is the minimal underlying in situ plankton dataset of Bering Sea used for the validation of enhanced CNN proposed by us. All the raw images were acquired by ZOOVIS in the southeastern Bering Sea in May 2017.This dataset contains a training set and a tes...

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Bibliographic Details
Main Author: Kaichang CHENG
Format: Dataset
Language:unknown
Published: figshare 2019
Subjects:
40305 Marine Geoscience
FOS Earth and related environmental sciences
Oceanography
Ecology
FOS Biological sciences
Bering Sea
Online Access:https://dx.doi.org/10.6084/m9.figshare.8146283.v3
https://figshare.com/articles/Dataset_BeringSea_zip/8146283/3
Description
Summary:File labeled 'Dataset_BeringSea.zip' is the minimal underlying in situ plankton dataset of Bering Sea used for the validation of enhanced CNN proposed by us. All the raw images were acquired by ZOOVIS in the southeastern Bering Sea in May 2017.This dataset contains a training set and a testing set, and both of them contain 7 classes (chaetognatha, copepoda, medusae, euphausiids, fish larvae, limacina and other). In addition, there are 2048 samples in the training set and 512 samples in the testing set for each class. And other files are the data used to validate the Enhanced CNN model proposed by us.

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