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openclimatefix
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satflow
Satellite Optical Flow with machine learning models
https://satflow.readthedocs.io/en/stable/
MIT License
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Add Half precision training/Datamodules
#24
jacobbieker
closed
3 years ago
0
Split samples into 1/4 or 1/8th spatial extant
#23
jacobbieker
closed
3 years ago
2
Convert Dataloader to LightingDataModule
#22
jacobbieker
closed
3 years ago
0
Improve sampling of tiles
#21
jacobbieker
opened
3 years ago
2
Add more models/experiments
#20
jacobbieker
closed
3 years ago
0
Add Visualization/Visualizer of inputs/outputs
#19
jacobbieker
closed
3 years ago
0
Installing all dependencies result in Pytorch not seeing GPU
#18
jacobbieker
closed
3 years ago
2
Modularize dataset/Better experiment management
#17
jacobbieker
closed
3 years ago
0
Iterable Satflow dataset
#16
jacobbieker
closed
3 years ago
0
Add Pytorch Lightning Training
#15
jacobbieker
closed
3 years ago
2
Use PyTorch Lightning for models/training
#14
jacobbieker
closed
3 years ago
3
UNET, training, config updates
#13
jacobbieker
closed
3 years ago
1
Try superresolution images
#12
jacobbieker
opened
3 years ago
1
Setup updates
#11
jacobbieker
closed
3 years ago
0
Add Basic Data Loading
#10
jacobbieker
closed
3 years ago
2
Incorporate other derived EUMETSAT data
#9
jacobbieker
opened
3 years ago
8
Incorporate NWP data
#8
jacobbieker
closed
3 years ago
1
Incorporate Radar Information
#7
jacobbieker
closed
3 years ago
8
Use only clouds for training
#6
jacobbieker
closed
3 years ago
4
Use better performance metrics
#5
jacobbieker
opened
3 years ago
8
Add Video Prediction models
#4
jacobbieker
opened
3 years ago
13
Train Model on Optimal Cloud Analysis product
#3
jacobbieker
opened
3 years ago
4
Add ConvLSTM Models
#2
jacobbieker
closed
3 years ago
3
Use Topographical Maps as extra input
#1
jacobbieker
closed
3 years ago
4
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