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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 Spectral Norm for Nowcasting GAN
#75
jacobbieker
closed
3 years ago
0
Add MetNet processing
#74
jacobbieker
closed
3 years ago
0
Issue with Spectral Norm at Nowcasting Model
#73
jacobbieker
closed
3 years ago
1
Add Perceiver IO
#72
jacobbieker
closed
3 years ago
5
Add more Optical Flow baselines
#71
jacobbieker
opened
3 years ago
0
Update optical flow to look at all sat channels
#70
jacobbieker
closed
3 years ago
0
Record loss by time of day/year
#69
jacobbieker
closed
3 years ago
1
Add Docker support
#68
jacobbieker
closed
3 years ago
0
Model Experiments
#67
jacobbieker
closed
3 years ago
0
Preprocess Data
#66
jacobbieker
closed
3 years ago
0
Using "similar" satellite image sequences at inference time
#65
JackKelly
opened
3 years ago
6
Fixes for CloudGAN
#64
jacobbieker
closed
3 years ago
0
Preprocess batches and load those (Instead of processing on the fly)
#63
jacobbieker
closed
3 years ago
11
Add logging to Neptune
#62
jacobbieker
closed
3 years ago
6
Add Nowcasting GAN/Temporal Discriminators
#61
jacobbieker
closed
3 years ago
0
Add Swapping out Conv2D for CoordConv/AntiAliased Conv2D in models
#60
jacobbieker
closed
3 years ago
1
Add GAN with separate temporal/structure discriminators
#59
jacobbieker
closed
3 years ago
1
Add Pushing/Pulling models from HuggingFace
#58
jacobbieker
closed
3 years ago
0
Update Visualizations, add more Unets
#57
jacobbieker
closed
3 years ago
0
Add timestep support for CloudGAN
#56
jacobbieker
closed
3 years ago
4
Validate on same samples
#55
jacobbieker
closed
3 years ago
0
Validate with the same samples
#54
jacobbieker
closed
3 years ago
0
Add Loss per Frame
#53
jacobbieker
closed
3 years ago
0
Reduce redundant layers
#52
jacobbieker
closed
3 years ago
0
Hotfix dataset
#51
jacobbieker
closed
3 years ago
0
Add GANs
#50
jacobbieker
closed
3 years ago
3
Add Optical Flow Baseline
#49
jacobbieker
closed
3 years ago
0
Add warmup LR option
#48
jacobbieker
closed
3 years ago
0
Add optical flow baseline
#47
jacobbieker
opened
3 years ago
14
Give network optical flow future frames as input
#46
jacobbieker
opened
3 years ago
1
Try Teacher Forcing for RNNs
#45
jacobbieker
opened
3 years ago
2
Jacob/hotfix
#44
jacobbieker
closed
3 years ago
0
Add decode to Webdataset
#43
jacobbieker
closed
3 years ago
0
Dataset Fix
#41
jacobbieker
closed
3 years ago
0
Double check Dataset output
#40
jacobbieker
closed
3 years ago
1
Train on Cloud Masks
#39
jacobbieker
closed
3 years ago
1
Model updates/CoordConv/Anti-aliased training
#38
jacobbieker
closed
3 years ago
2
Add CoordConv/Anti-aliased training
#37
jacobbieker
closed
3 years ago
0
Add LR warm up scheduling
#36
jacobbieker
closed
3 years ago
1
Add more models
#35
jacobbieker
closed
3 years ago
0
Simplify model interface and dataset
#34
jacobbieker
closed
3 years ago
0
Try as classification problem, instead of regression
#33
jacobbieker
opened
3 years ago
1
Self-supervised pretraining
#32
jacobbieker
opened
3 years ago
0
Try out various U-Net architectures
#31
jacobbieker
opened
3 years ago
0
Add example data/benchmarks
#30
jacobbieker
closed
3 years ago
2
Re-standardize model/data creation
#29
jacobbieker
closed
3 years ago
2
Critique of the MetNet paper
#28
JackKelly
opened
3 years ago
1
See if anti-aliased CNN helps
#27
jacobbieker
opened
3 years ago
3
Add MetNet
#26
jacobbieker
closed
3 years ago
0
Fix timestep loading/hydra config checks
#25
jacobbieker
closed
3 years ago
0
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