EddyData

Keras implementation based on Tensorflow and dataset SCSE-Eddy for article "A Deep Framework for Eddy Detection and Tracking from Satellite Sea Surface Height Data"

The Structure of Our FrameWork

Example for Detection Result

Download the Dataset SCSE-Eddy

Unzip and locate it

Train and Validate

python3 FrameWork.py

store the detection results on your own path

Example for Tracking Result

Tracking

load the detection results and then

python3 trace.py

Comparison of Number of Eddies Detected by Different Methods

Methods	N-Cyclone	N-Anticyclone	N-All
PET	4437	3737	8210
EddyNet	4502	3794	8296
PSPNet	4614	3906	8520
Ours	4662	3952	8614

Others

Please refer to the citations in this paper(access address: https://doi.org/10.1109/TGRS.2020.3032523 or https://ieeexplore.ieee.org/document/9247537) for SCSE-Eddy dataset. We will continuously update for researchers.

zmokokokok/EddyData