CosmiQ cw-nets issues - Githubissues

CosmiQ / cw-nets

cw-nets: built for inference against large scale geotiffs

Apache License 2.0

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Enable inferencing for various model frameworks/outputs

#56 nrweir closed 5 years ago
1
Implement model training for different frameworks

#55 nrweir closed 5 years ago
1
Come up with a list of relevant metrics to implement for epoch-wise monitoring

#54 nrweir closed 5 years ago
2
Enable ReduceLROnPlateau

#53 nrweir closed 5 years ago
1
Enable learning rate scheduling

#52 nrweir closed 5 years ago
1
Enable visualization of model training status with Tensorboard, PyTorch equivalent

#51 nrweir closed 5 years ago
1
Enable early stopping criteria for various frameworks

#50 nrweir closed 5 years ago
1
Enable use of composite loss functions

#49 nrweir closed 5 years ago
1
Enable loading of vanilla loss functions for various frameworks

#48 nrweir closed 5 years ago
1
Implement checking for downloaded models/download if not already present

#47 nrweir closed 5 years ago
1
Implement model loading from files

#46 nrweir closed 5 years ago
1
Add additional TF-compatible data generator?

#45 nrweir closed 5 years ago
1
Add super-res to the pre-processing pipeline

#44 nrweir closed 5 years ago
2
Add PyTorch-compatible data generator

#43 nrweir closed 5 years ago
1
Iss8: travis

#42 nrweir closed 5 years ago
1
Add support for bounding box labels

#41 nrweir closed 5 years ago
1
Implement model checkpointing and callbacks

#40 nrweir closed 5 years ago
1
Generalize the Keras data generator

#39 nrweir closed 5 years ago
1
Iss16 config

#38 nrweir closed 5 years ago
0
Iss16 config

#37 nrweir closed 5 years ago
0
Augmentation docs

#36 nrweir closed 5 years ago
1
Iss31 augmentations

#35 nrweir closed 5 years ago
0
adding setup.py

#34 nrweir closed 5 years ago
0
Make pip-installable

#33 nrweir closed 5 years ago
1
restructuring data io

#32 nrweir closed 5 years ago
0
Implement augmentations

#31 nrweir closed 5 years ago
1
Implement image standardization

#30 nrweir closed 5 years ago
1
adding base sphinx functionality

#29 nrweir closed 5 years ago
0
Initialize Sphinx documentation

#28 nrweir closed 5 years ago
1
List of augmentations to implement

#27 nrweir closed 5 years ago
2
Determine how/where to store models for download

#26 nrweir closed 5 years ago
2
Iss22 config parser

#25 nrweir closed 5 years ago
0
Add a competitor model to the repo

#24 nrweir closed 5 years ago
1
Iss22 config parser

#23 nrweir closed 5 years ago
0
Config file parser

#22 nrweir closed 5 years ago
0
Add CosmiQ_SN4_Baseline model to repo

#21 nrweir closed 5 years ago
1
finishing repo cleanup

#20 nrweir closed 5 years ago
0
Revert "Iss17 organization of the repo"

#19 nrweir closed 5 years ago
0
Iss17 organization of the repo

#18 nrweir closed 5 years ago
0
Instantiate new cw-nets structure

#17 nrweir closed 5 years ago
0
Config file spec

#16 nrweir closed 5 years ago
1
Come up with list of models to include

#15 nrweir closed 5 years ago
3
Check OS version for cert location

#14 nrweir closed 5 years ago
1
Re-considering cw-nets organization

#13 nrweir closed 5 years ago
7
Add contributing.md, pull_request_template.md, issue_template.md

#12 nrweir closed 5 years ago
0
Re-write readme.md

#11 nrweir closed 5 years ago
0
codecov integration

#9 nrweir closed 5 years ago
1
Travis CI integration

#8 nrweir closed 5 years ago
1
cookbook recipe writing

#7 nrweir closed 5 years ago
0
readthedocs integration

#6 nrweir closed 5 years ago
0