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shopee-product-matching's Introduction

shopee-product-matching

Kaggle Competition

Date

2021-05-04

Data

<insert-kaggle-cli-data-import-command>

Objective

A model to predict which items in the inventory (given their images and descriptions) are the same products by combining feature extractors

  1. Resnet50 backbone on images and
  2. Roberta backbone on text
  3. Reverse search using cosine similarity

References

  1. Jigsaw Multilingual Toxic Tweet Classification
  2. Tweet Sentiment Extraction

Results:

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