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kaggle-landmark's Introduction

Google Landmark Recognition 2019 13th Solution

Requirement

  • pytroch
  • cv2
  • scikit-learn==0.20.3
  • scipy==1.2.0
  • numpy==1.16.1
  • pandas==0.24.2
  • joblib==0.13.2

Model Architecture

SE-ResNeXt50 + ArcFace

Module Structure

  • common
    • logger.py
    • util.py
  • model
    • loss.py
    • metrics.py
    • model_util.py : save and load model weight
    • model.py
  • config.py
  • dataset.py
  • main.py
  • preprocessing.py : random sampling of training
  • tvp.py : train, validate and predict

How to run

python -m src.main

kaggle-landmark's People

Contributors

ga10is avatar

Forkers

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