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EM3 (Based On MMRec)

Thanks to the open-source framework MMRec , we can implement our EM3 at a very low cost.

Project

We mainly add 3 files:

  • src/models/em3.py: adds our Fusion and CIC modules into FREEDOM model.
  • src/configs/model/EM3.yaml: contains many hyper-parameters.
  • src/common/transformer.py: contains the implementation of FQ-Former.

Datasets

Download from Google Drive: Baby/Sports.

The data already contains text and image features extracted from Sentence-Transformers and CNN.

  • Please move your downloaded data into this dir for model training.

Method

run following commands and the results will be logged in src/log

cd src
python3 main.py -m EM3 -d baby

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  • Python 100.0%