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Add ML for driver aggression estimation and data sync fixes#117

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HLCaptain merged 27 commits into
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60-implement-machine-learning
Jul 31, 2024
Merged

Add ML for driver aggression estimation and data sync fixes#117
HLCaptain merged 27 commits into
mainfrom
60-implement-machine-learning

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@HLCaptain HLCaptain commented Jul 31, 2024 •
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  • Added machine learning on-device to estimate driver aggression based on a model from Hawk AI: Aggression Prediction.
  • Added offline cache to Firebase Firestore.
  • Added aggression values to paths and on-device inference with aggression prediction model.
  • Added Room auto migration based on generated schema.
  • Bumped version number and compileSdk/targetSdk to 35.
  • Upgraded dependencies, using Kotlin K2!

HLCaptain added 27 commits August 13, 2023 11:42
@HLCaptain
Added ML DataSource and Interactor to access CustomModels from.
446ec29
@HLCaptain
Added ML downloads and ML Settings screen.
3d7e2f9
@HLCaptain
Changed how screen height is calculated.
297b085
@HLCaptain
Added warning screen before MLSettings.
4d6957e
@HLCaptain
Small UI refactors, started preparing data input to Custom ML Model.
d793784
@HLCaptain
Version bump to 0.4.0. :)
9235328
@HLCaptain
Fixed DropdownSetting shifting to the start when opened.
de6664d
@HLCaptain
Implemented basic Aggression evaluation and data syncing.
8ac4d19
@HLCaptain
Compressing sensor events.
b637dcb
@HLCaptain
Upgraded dependencies. Migrated Dagger/Hilt from Kapt to KSP. Theming…
dd82316 
… does not work properly (not changing dynamically).
@HLCaptain
Merge remote-tracking branch 'origin/60-implement-machine-learning' i…
44b1d97 
…nto 60-implement-machine-learning

# Conflicts:
#	gradle/libs.versions.toml
@HLCaptain
ML model processes after a few seconds, then shows the output on `Ses…
4fbc847 
…sion` screen.
@HLCaptain
Now able to interpolate sensor events at an interval. ML model output…
9eb8015 
…s single value.
@HLCaptain
Crash fix when empty list is given to sensor fusion.
88c8bb0
@HLCaptain
Fixed aggression UI bug.
d1c943b
@HLCaptain
Dependency upgrades.
a6bb1ad
@HLCaptain
Dependency upgrades.
97efc59
@HLCaptain
Dependency upgrades.
2e7db42
@HLCaptain
Fixed crash due to offset not accessible on first frame.
8d8d468
@HLCaptain
Changed aggression tab color to disabled when no models are available.
b4c1057
@HLCaptain
Fixed aggression handling.
9d10ac4
@HLCaptain
Changed name to milli from timestamp.
79913e4
@HLCaptain
Navigate to BME button is DEBUG only from now.
ffe8e24
@HLCaptain
Added Room auto migrations and syncing aggression values.
02207d3
@HLCaptain
Added v35 Room database schema for auto migration.
62209e8
@HLCaptain
Added aggression value syncs to cloud and disk.
e63ad3f
@HLCaptain
Fixed crashes.
6419752
@HLCaptain HLCaptain added bug Something isn't working enhancement New feature or request labels Jul 31, 2024
@HLCaptain HLCaptain self-assigned this Jul 31, 2024
@HLCaptain HLCaptain linked an issue Jul 31, 2024 that may be closed by this pull request
Implement Machine Learning #60
Closed
@HLCaptain HLCaptain merged commit 2e8317f into main Jul 31, 2024
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Implement Machine Learning

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