Datasets
Standard Dataset
OFTreD and OFTraD DataSets
- Citation Author(s):
-
YutingYang
- Submitted by:
- Yuting Yang
- Last updated:
- Tue, 09/28/2021 - 08:39
- DOI:
- 10.21227/902n-yg41
- Data Format:
- Links:
- License:
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Abstract
This dataset is created for ocean front evolution trend recognition and tracking.
Instructions:
To the best of our knowledge, there is no public database available for ocean-front trend classification. This may be one of the reasons why ocean-front trend classification is a difficult task. Thus, we create two training databases: OFTreD and OFTraD. OFTreD contains 1000 video sequences, and the number of image blocks of OFTraD reaches 100,000. We believe that our work will inspire more researchers to conduct research on trend classification and will be used as a benchmark for this new research area.
Dataset Files
- OFTred Dataset OFTED.zip (32.93 MB)
- OFTrad Dataset OFTD.zip (55.48 MB)
- class label classInd.txt (20 bytes)
- video sequence split information Dataset information for OFTreD.txt (21.37 kB)
Comments
The training and testing label list and the classification algorithm codes along with the deep learning model used for trend recognition and ocean-front tracking will be uploaded when the relevant paper is accepted.