Issues · MG_Projects / DeepMedIA_MG · GitLab

Research further ways to improve classifiers after establishing base accuracy

#33 · created Feb 04, 2021 by mag051 Sprint 6
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updated Mar 29, 2021
Create models for all diseases and get more extensive performance metrics for Mask R-CNN

#40 · created Mar 29, 2021 by mag051 Sprint 6
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updated Mar 29, 2021
Create and evaluate multi-label classifier in comparison to previous binary classifiers

#39 · created Mar 29, 2021 by mag051 Sprint 6
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updated Mar 29, 2021
Use activation maps / classifier model to achieve bounding boxes when possible

#38 · created Mar 01, 2021 by mag051 Sprint 6
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updated Mar 29, 2021
Research metadata usage to improve classifier accuracy

#37 · created Mar 01, 2021 by mag051 Sprint 6
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updated Mar 29, 2021
Research best transfer learning practices

#36 · created Mar 01, 2021 by mag051 Sprint 5
- CLOSED
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updated Mar 29, 2021
Create execution program for the model against new input images

#34 · created Mar 01, 2021 by mag051 Sprint 5
- CLOSED
- 1
updated Mar 29, 2021
Visualize activation / gradient maps / learned classification features

#35 · created Mar 01, 2021 by mag051 Sprint 5
- CLOSED
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updated Mar 29, 2021
Run basic single-disease classification models

#29 · created Feb 04, 2021 by mag051 Sprint 5
- CLOSED
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updated Mar 29, 2021
Re-format DataSet objects to allow specification of disease class

#30 · created Feb 04, 2021 by mag051 Sprint 4
- CLOSED
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updated Mar 01, 2021
Run Pascal Visual Objects Classes code on our machines

#28 · created Feb 04, 2021 by mag051 Sprint 4
- CLOSED
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updated Mar 01, 2021
Research Pascal Visual Object Challenge

#32 · created Feb 04, 2021 by mag051 Sprint 4
- CLOSED
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updated Mar 01, 2021
Use age and gender to improve accuracy of classification

#31 · created Feb 04, 2021 by mag051 Sprint 4
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updated Feb 04, 2021
Create individual classifiers for each disease

#26 · created Nov 09, 2020 by mag051 Sprint 3 Basic Network Architecture 1d
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updated Nov 09, 2020
Create basic neural network

#5 · created Sep 22, 2020 by mag051 Sprint 3 Basic Network Architecture Review 2d 4h
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updated Nov 09, 2020
Filter bounding-box data

#7 · created Sep 22, 2020 by mag051 Sprint 3 In Progress Preprocess Data 3h
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updated Nov 09, 2020
Research network architecture

#4 · created Sep 22, 2020 by mag051 Sprint 3 Basic Network Architecture In Progress 2d
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updated Nov 09, 2020
Determine whether disease requires a bounding box

#14 · created Sep 22, 2020 by mag051 Sprint 3 Determine if bounding box necessary 4h
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updated Nov 09, 2020
Check for disease presence

#13 · created Sep 22, 2020 by mag051 Sprint 3 Determine if bounding box necessary 2d
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updated Nov 09, 2020
Visualize gradient activation maps

#27 · created Nov 09, 2020 by mag051 Sprint 3 To Do
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updated Nov 09, 2020