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Draft: Multiple prediction methods #2

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tihabils wants to merge 15 commits from multiple_prediction_methods into main
pull from: multiple_prediction_methods
merge into: WeSign:main
Conversation 2 Commits 15 Files Changed 30 +3577 -484
tihabils commented 2023-05-06 16:18:04 +00:00 (Migrated from gitlab.ilabt.imec.be)
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This MR was made from the branch FingerspellingEmbedding-+-ClearML
The changes that are actually made in this MR:

  • Made the webcam testing for embeddings cleaner
  • Added different type of last level predictions (knn, svm)
  • Added basic graphs so the embeddings can be compared to the old sign predictor model
This MR was made from the branch FingerspellingEmbedding-+-ClearML The changes that are actually made in this MR: - Made the webcam testing for embeddings cleaner - Added different type of last level predictions (knn, svm) - Added basic graphs so the embeddings can be compared to the old sign predictor model
tihabils commented 2023-05-06 16:18:04 +00:00 (Migrated from gitlab.ilabt.imec.be)
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requested review from @vimylle and @robdwael

requested review from @vimylle and @robdwael
tihabils commented 2023-05-06 16:19:42 +00:00 (Migrated from gitlab.ilabt.imec.be)
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changed the description

changed the description
This pull request has changes conflicting with the target branch.
  • export_embeddings.py
  • export_model.py
  • notebooks/visualize_embeddings.ipynb
  • preprocessing/extract_mediapipe_landmarks.py
  • requirements.txt
  • train.sh
  • webcam.py
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From your project repository, check out a new branch and test the changes.
git fetch -u origin multiple_prediction_methods:multiple_prediction_methods
git checkout multiple_prediction_methods
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Reference: WeSign/spoterembedding#2
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