Batch norm
This adds the following features/fixes
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possible to add batch normalization layers to the BasicCNN network
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BasicCNN can save training and validation accuracy to ascii file during training
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method _check_accuracy splits data into smaller chunks to avoid memory allocation error
OBS: Remember to update development log
added 31 commits
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49d3b10e...c9e2711d - 30 commits from branch
development - dafdd140 - Merge branch 'development' into batch_norm
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49d3b10e...c9e2711d - 30 commits from branch
added 38 commits
- fcb21296 - data_handling - BUG - find_wave_files method looks also for .WAV files
- 88c4975c - external/wavfile.py - BUG - convert byte literal to str
- 7eaa6a51 - make_frames accepts max_size argument
- d1d82fdc - updated docs
- 1b8666ba - removed print statements
- c3a6fb90 - changed default value to 1 GB
- 3d02863b - estimate output size
- ae0dec35 - make_frames prints warning if data size exceeds 10 pct of memory
- 6d7e3770 - added psutil to requirements
- ea06c834 - added psutil install to yml script
- 0408ea0a - fixed bug
- 7998ad10 - use os to parse path in audio
- 45d37c06 - free some memory
- 8b1e1878 - fixed bug
- ce4162ed - Merge branch 'development' into make_frames_can_handle_arbitrary_data_size
- 5c673bdb - added test w two spec writers used at the same time
- ef11cb27 - spectrogram - BUG - fixed rounding bug in _stretch method
- e68581ff - spectrogram - ENH - implemted CQT spectrogram class
- 62ff41b3 - spectrogram - TST - added unit test for cqt spectrogram
- a86163fe - spectrogram - ENH - improved implementation of extract method
- 4b223b13 - spectrogram - ENH - slight modification of behaviour of extract method
- 747cacc7 - Merge branch 'cqt_spectrogram' of...
- 30ccf3d3 - spectrogram - ENH - added option to extract boxes with same length
- f3bf25ff - database_interface - ENH - added length option to extract method
- 679da345 - database_interface - ENH - can write/load cqt spectrograms to/from hdf5
- c9c231e4 - merged in latest from cqt branch
- 839366a8 - bug fix
- fe9151c5 - bug fix
- 0884bc07 - spectrogram - BUG - fixed bug in copy method for cqt spectrogram
- a4acce80 - Merge branch 'cqt_spectrogram' into make_frames_can_handle_arbitrary_data_size
- 5dcc6ad8 - spectrogram - ENH - use to_decibel method for conversion to log scale
- c69c30d8 - Merge branch 'cqt_spectrogram' into make_frames_can_handle_arbitrary_data_size
- f9f1f77a - expanded unit test of create_spec_database for cqt spectrograms
- 989dd1c7 - Merge branch 'cqt_spectrogram' into make_frames_can_handle_arbitrary_data_size
- afe7599a - spectrogram - BUG - carry over annotations from audio to cqt spec
- 42cf56b9 - spectrogram - BUG - removed obsolete print statement
- c332ee8d - Merge branch 'make_frames_can_handle_arbitrary_data_size' into batch_norm
- dffe113b - spectrogram - BUG - fixed minor bug in _stretch method
Toggle commit listadded 1 commit
- 01053f03 - spectrogram - CLN - removed print statements
added 1 commit
- 7dcc514c - spectrogram - BUG - fixed bug in segment method
added 4 commits
- 5e950922 - cnn - ENH - split data into chunks in _check_accuracy to avoid memory allocation error
- 80022e67 - cnn - CLN - removed commented out code
- 7e5b7987 - cnn - ENH - BasicCNN can save training and val accuracy to ascii file during training
- 84af0031 - data_feeding - BUG - fixed bug in activelearningbatchgenerator
Toggle commit listassigned to @fsfrazao
added 1 commit
- 1db8556a - cnn-CLN-BasicCNN::train_active-> Revert to using '_' (instead of 'j') for...
enabled an automatic merge when the pipeline for 1db8556a succeeds
mentioned in commit ea4d7149
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