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8th place solution to the Kaggle Quick, Draw! Doodle Recognition Competition
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LICENSE Initial commit Dec 9, 2018
README.md Initial commit Dec 10, 2018
data_set.py
download_test_raw.sh Initial commit Dec 10, 2018
download_weights.sh Initial commit Dec 10, 2018
models.py
points_to_image.py Initial commit Dec 10, 2018
requirements-conda.txt Initial commit Dec 10, 2018
requirements-pip.txt
test.py Initial commit Dec 10, 2018
utils.py

README.md

Kaggle: Quick, Draw! Doodle Recognition - 8th Place Solution

This is a stripped down repo of my 8th place solution in the 2018 Kaggle competition: Quick, Draw! Doodle Recognition. Blog post/paper pending. Rushed summary drafted upon competition closure here.

This repo does not contain training code. Managing the raw 50 million example training set was non-trivial. I assume that anyone getting value from this code will implement something of their own.

Setup

Weights for my best single model: sh download_weights.sh

Download kaggle data (requires cli setup): sh download_test_raw.sh

Requirements:

  • conda install --file requirements-conda.txt
  • pip install -r requirements-pip.txt

Run

python test.py

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