Implement temperature scaling on dan

Closes #81 (closed)

changed milestone to %ML Prod - Next

requested review from @babadie

By M Generali on 2023-06-05T12:31:14 (imported from GitLab)

assigned to @mgenerali

By M Generali on 2023-06-05T12:31:14 (imported from GitLab)

added 1 commit

• e0df5532 - same code but after pre-commit

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By M Generali on 2023-06-05T13:19:36 (imported from GitLab)

Hot potato with @schneider-y

requested review from @schneider-y and removed review request for @babadie

added 1 commit

• 6b221b16 - fix tests

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By M Generali on 2023-06-06T09:29:31 (imported from GitLab)

charset.pkl

model.pt

parameters_1.5.yml

you can test the code with this image with the command

teklia-dan predict --image {image_path} --model temperature_scaling/CICR_temperature_scaling/model.pt --parameters temperature_scaling/CICR_temperature_scaling/parameters_{temperature}.yml --charset temperature_scaling/CICR_temperature_scaling/charset.pkl --output {image_output_dir} --scale 0.5 --confidence-score --attention-map

here i gave you the parameter.yml for the temperature = 1.5

By M Generali on 2023-06-06T10:37:41 (imported from GitLab)

added 1 commit

• 7f9934ae - better way of computing confidences

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resolved all threads

By M Generali on 2023-06-06T11:09:44 (imported from GitLab)

added 2 commits

• 2b450d52 - fix tests
• 133e3ddb - Merge branch 'dan-temperature-scaling' of gitlab.com:teklia/atr/dan into dan-temperature-scaling

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By M Generali on 2023-06-06T12:43:29 (imported from GitLab)

added 1 commit

• 060c9b72 - optimisation of the code

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By M Generali on 2023-06-06T13:48:20 (imported from GitLab)

added 1 commit

• 0c5d49dc - do not return temperature

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By M Generali on 2023-06-06T14:22:00 (imported from GitLab)

added 1 commit

• 07eda016 - delete unuseful lign

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By M Generali on 2023-06-06T14:55:16 (imported from GitLab)

added 1 commit

• 23eea5d9 - to pass ci

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By M Generali on 2023-06-06T15:08:51 (imported from GitLab)

added 1 commit

• 88d9e114 - remove unused argument

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By M Generali on 2023-06-06T15:23:54 (imported from GitLab)

added 1 commit

• 8c5cac4a - modification to pass ci

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By M Generali on 2023-06-06T15:30:10 (imported from GitLab)

added 1 commit

• 0a46d69a - remove unused variable

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By M Generali on 2023-06-06T15:35:53 (imported from GitLab)

marked this merge request as ready

added 1 commit

• 8e73cc46 - optimize code

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By M Generali on 2023-06-06T16:07:16 (imported from GitLab)

resolved all threads

By M Generali on 2023-06-06T16:11:15 (imported from GitLab)

resolved all threads

By M Generali on 2023-06-06T16:12:12 (imported from GitLab)

added 1 commit

• daeed38d - Apply 1 suggestion(s) to 1 file(s)

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By M Generali on 2023-06-06T16:12:14 (imported from GitLab)

added 2 commits

• 3c22ecd3 - resolve threads
• 4fb33dd9 - Merge branch 'dan-temperature-scaling' of gitlab.com:teklia/atr/dan into dan-temperature-scaling

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By M Generali on 2023-06-06T16:15:11 (imported from GitLab)

added 1 commit

• 44003301 - remove unused variables

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By M Generali on 2023-06-06T16:20:06 (imported from GitLab)

changed title from implement temperature scaling on dan to Implement temperature scaling on dan

changed the description

changed milestone to %ML Prod - June 2023 n°1

added P1 label

Please Rebase locally

added 17 commits

• 2adb6ba8 - 1 commit from branch main
• 2adb6ba8...7413d906 - 6 earlier commits
• 90f7e4db - do not return temperature
• 1adb4c3f - delete unuseful lign
• e95b2dea - to pass ci
• cf96bba9 - remove unused argument
• 070b1d48 - modification to pass ci
• 776d07c5 - remove unused variable
• 9944314e - optimize code
• 9c9224d8 - resolve threads
• 408f3795 - Apply 1 suggestion(s) to 1 file(s)
• 27b72628 - remove unused variables

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By M Generali on 2023-06-07T12:39:19 (imported from GitLab)

added 1 commit

• f473e50b - solve problem of missing values

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By M Generali on 2023-06-08T15:39:02 (imported from GitLab)

added 1 commit

• f6d0ab99 - wip: temperature scaling

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added 19 commits

• f6d0ab99...e95b2dea - 9 earlier commits
• cf96bba9 - remove unused argument
• 070b1d48 - modification to pass ci
• 776d07c5 - remove unused variable
• 9944314e - optimize code
• 9c9224d8 - resolve threads
• 408f3795 - Apply 1 suggestion(s) to 1 file(s)
• 27b72628 - remove unused variables
• f473e50b - solve problem of missing values
• f8525fe8 - remove arguments from the code
• 71dfd932 - remove arguments from the code

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By M Generali on 2023-06-09T10:22:00 (imported from GitLab)

added 1 commit

• 820564ce - implem temperature scaling

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added 10 commits

• 820564ce...fca6f2d1 - 9 commits from branch main
• d4e390ee - implem temperature scaling

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