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kaggle-et-signal_search's Introduction

πŸ‘½[Kaggle] E.T. Signal Search

🚩 Find extraterrestrial signals in data from deep space
πŸ“† 2021.05.20 ~ 2021.08.01

ET

| "Are we alone in the Universe?"

πŸ“œ λŒ€νšŒ 정보

  • Spectogram dataλ₯Ό μ΄μš©ν•˜μ—¬ signal을 λΆ„λ₯˜ν•˜λŠ” classification task μž…λ‹ˆλ‹€
πŸ‘½Target image1 πŸ‘½Target image2 πŸ‘½Taget image3
S.G S.G S.G

πŸ’‘ 문제 μ •μ˜ 및 ν•΄κ²° λ°©μ•ˆ

  • ν˜„μž¬ 진행쀑인 λŒ€νšŒλ‘œ parameter 및 μ‹œλ„ν•œ 방법듀은 link에 μ •λ¦¬λ˜μ–΄ μžˆμŠ΅λ‹ˆλ‹€.

πŸ“‘ code

______config
|      |____config.yml       ### train config
|      |____eval_config.yml  ### evaluation config
|
|______src
|      |____dataset.py       ### dataset
|      |____model.py         ### cnn model
|      |____train.py         ### train, validation module
|      |____utils.py         ### utils
|
|
|____main.py  ### run
|
|____eval.py ### evaluation

Getting Start

Train

python train.py --config your_config_name

Evaluate

python inference.py --config your_config_name

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