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kontur_ai_detection's Introduction

kontur_ai_detection

решение kaggle-соревнования от компании kontur

Для быстрого ознакомления посмотрите ноутбук с ключевыми моментами [Solution_Pipeline]

Данный репозиторий содержит код, помогающий воспроизвести шаги моего решения

(1) Setup

Зависимости, гарантирующие, что все получится!

  • pip install -r requirements.txt

Загрузите веса в /weights, если хотите инференс [Model Weights]

(2) Быстрый Инференс

На одной фотографии

# Model weights need to be downloaded.
python inference.py --use_ensemble visualization/kontur.jpg
python inference.py --use_ensemble visualization/yandex_vae.png

Prob of being fake is 0.001

Image

Prob of being fake is 0.345

Image

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