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[TEST-USE] Transfer learning

Open guerra2fernando opened this issue 1 year ago • 0 comments

Development mode in transfer_learning.ipynb

DBs (development mode + 1 non-trivial type of data + 1 model):

  • [x] Connect to SQLite + insert image data + compute features (torch model) + classify images (Logistic regression)
  • [x] Connect to Postgres + insert image data + compute features (torch model) + classify images (Logistic regression)

Data (MongoDB + 1 model + development mode)

  • [x] Connect to MongoDB + insert text data + compute features (Sentence Transformer) + classify text (Logistic regression)
  • [x] Connect to MongoDB + insert image data + compute features (torch model) + classify images (Logistic regression)

Models (MongoDB + 1 type of data + development mode)

  • [x] Connect to MongoDB + insert image data + compute features (torch model) + classify images (Torch Model)

Cluster mode in transfer_learning.ipynb

  • [x] local cluster + with MongoDB + 1 type of data + 1 model

Remarks (Corrections)

  • [x] #1989

guerra2fernando avatar Apr 12 '24 09:04 guerra2fernando