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Support multiple models #161

Closed
10 of 12 tasks
Tracked by #162
tfiedlerdev opened this issue Apr 14, 2022 · 0 comments
Closed
10 of 12 tasks
Tracked by #162

Support multiple models #161

tfiedlerdev opened this issue Apr 14, 2022 · 0 comments
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app work on the application enhancement New feature or request thesis (also) related to our theses

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@tfiedlerdev
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tfiedlerdev commented Apr 14, 2022

Description

For multiple of our bachelor theses we need to support multiple ml models for one usecase each (also useful for our project vision),
For this we want the "usecase" concept.
Each use case has its own

  • directory (to store usecase specific recordings, tensorflow model, labels.json, people.json)

Must Include

  • use cases root dir
  • UI for switching, displaying and adding a use case(s) (simply adds a new directory inside the use cases root dir)
  • load labels.json, people.json from currently selected use case folder
    • when creating a new use case, initialize labels and people.json
  • store recordings in currently selected use case folder
  • load model from currently selected use case folder for prediction and later on device training screen
  • on first app start, create default use case ie UseCase1 where recordings, ... will be stored in by default
  • if case no model is available in use case dir, show warning dialog when trying to predict or train including instructions on where to store a tf lite model on the smartphone
  • implement storage for tflite models on the smartphone
    • extract model from assets for default use case
@tfiedlerdev tfiedlerdev added enhancement New feature or request app work on the application labels Apr 14, 2022
@tfiedlerdev tfiedlerdev added the thesis (also) related to our theses label Apr 14, 2022
@treyfel treyfel self-assigned this Apr 21, 2022
@treyfel treyfel mentioned this issue Apr 29, 2022
2 tasks
@treyfel treyfel closed this as completed May 12, 2022
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app work on the application enhancement New feature or request thesis (also) related to our theses
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