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v2.3.0Release v2.3.0
- !65 Separate semilogx and TPR options in ROC plots: Depends on bob.measure!98
- !66 Fix the wrong total number reported in metrics: Fixes bob.measure#61
- !69 Small fixes
- !68 Add a GMM Algorithm (moved from bob.pad.voice)
- !70 Improve the metrics command with AUC and relaxed threshold criteria
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v2.2.0Release v2.2.0
- !54 Use the GridSubplot base class for epsc: Depends on bob.measure!89
- !55 Use the version of scikit-learn that we use for testing:
- !56 Use the builtin method for converting frame containers to arrays:
- !57 Correcting bug when using split_training_data_by_client flag in extractor
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!53 Cross database testing evaluation: Adds a new command
bob pad crossto evaluate PAD systems in cross database settings - !58 Fixes #8 Algorithm.read_toscore_object should not exist
- !59 fix for wrong Axis label with -nG option: fix for wrong Axis label with -nG option, fixes #28
- !60 Correct apcer calculation
- !61 Bpcer threshold criteria: Added criteria for threshold selection based on desired BPCER criteria
- !62 Add a new one class GMM based on bob's GMMs
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v2.1.0Release v2.1.0
- Significant changes:
- Added new plotting and evaluation scripts. Refer to docs.
- Detailed Changes:
- !52 Change assert to assert_click_runner_result
- !50 Add new classification algorithms: As mentioned here !33 here is the new branch
- !51 Fix broken commands cref bob.extension!86
- !48 Various fix: Requires bob.measure!82 Similar to bob.measure!82 for PAD
- !45 Allow PAD filelist database to be used in vulnerability experiments
- !47 Remove bob vuln metrics and evaluate commands: since they were not well defined and we do not know what should be in there. rename --hlines-at to --fnmr in bob vuln roc,det commands small nit-pick fixes overall
- !43 Finalization of plots: Fixes #22. Requires merge bob.measure!65. Requires bob.measure!67
- !46 Add a command for multi protocol (N-fold cross validation) analysis: Depends on bob.measure!79
- !44 Remove the grid_search.py entrypoint: Fixes #23
- !41 Set of click commands for pad: Provide commands: bob pad metrics bob pad epc bob pad epsc bob pad gen
- !42 Set of click commands for pad: Provide commands: bob pad metrics bob pad epc bob pad epsc bob pad gen
- added MLP and LDA classifiers for PAD
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v2.0.0Release v2.0.0
- Migrate to conda based CI
- Added --allow-missing-files option
- Improved documentation
- Moved from bob.pad.face SVM (bob implementation), one class GMM (scikit-learn) and logistic regression (scikit-learn) algorithms
- Cleaned up and improved code. Added tests.
- Replace the old PAD ISO metrics class with a script
- Added clients option to FileListDB driver
- Avoids feature blow-up when std==0.
- Added predictions algorithm and padfile to label.