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Thread safe generator, multiple baseline models, modified cam #24

Merged
merged 48 commits into from
Mar 5, 2018
Merged

Thread safe generator, multiple baseline models, modified cam #24

merged 48 commits into from
Mar 5, 2018

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brucechou1983
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  1. Thread safe generator
  2. Multiple baseline models
  3. Modified CAM
  4. Make the training result more reproducable

@brucechou1983
Remove original model setting
4896456
@brucechou1983
Use keras default models
4bf0a6e
@brucechou1983
Add model_name option
69024f0
@brucechou1983
Replace the original get_model method with the new keras model factory
6b5b44d
@brucechou1983
Fix config file error
a919c31
@brucechou1983
Fix generator shape issue
06d4e26
@brucechou1983
Modify base model weights section in the config
49d5161
@brucechou1983
Modify checkpoint params
244b871
@brucechou1983
Use multiprocess in fit_generator
bfaaebc
@brucechou1983
Use new models in test script
561f1cc
@brucechou1983
Remove incorrect default last_conv_layer
0fe4395
@brucechou1983
Merge pull request #18 from brucechou1983/dev-multiple-baseline-modesl
d9795d4 
Dev multiple baseline modesl
@brucechou1983
Replace the original generator with a sequence base generator
73cf628
@brucechou1983
Fix batch_x issue
bfd7bbb
@brucechou1983
Add verbosity control
fd255eb
@brucechou1983
Normalize by imagenet mean & std
9c788da
@brucechou1983
Fix np.ceil float issue
03d59c1
@brucechou1983
Fix keras sequence bool() issue
9d2c388
@brucechou1983
Fix batch_y shape
c13639d
@brucechou1983
Use new image generator (no augmentation)
7b5d5fe
@brucechou1983
Deprecate use_default_split & use_skip_split since we don't split the…
1a7c2ed 
… dataset in the training.
@brucechou1983
Add 50% horizontal flip augmentation
2f6d3a6
@brucechou1983
Clean up
5f054b4
@brucechou1983
Remove shuffle, use shuffle from upper level (fit_generator())
f25745a
@brucechou1983
Change custom generator naming
f041671
@brucechou1983
Add get_y_true() for the custom generator
bf245c1
@brucechou1983
Use thread based threading
1bb4f14
@brucechou1983
Add option for worker number
0283ce7
@brucechou1983
Modify auroc callback using the new custom generator
6aed285
@brucechou1983
Remove unnecessary options in config file
1080420
@brucechou1983 brucechou1983 changed the title Develop Thread safe generator, multiple baseline models, modified cam Mar 5, 2018
@brucechou1983 brucechou1983 merged commit 0f1ceb5 into master Mar 5, 2018
@brucechou1983 brucechou1983 mentioned this pull request Mar 5, 2018
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@brucechou1983