๐Ÿ‘ฝ[Kaggle] E.T. Signal Search

๐Ÿšฉ Find extraterrestrial signals in data from deep space
๐Ÿ“† 2021.05.20 ~ 2021.08.01

ET

| "Are we alone in the Universe?"

๐Ÿ“œ ๋Œ€ํšŒ ์ •๋ณด

  • Spectogram data๋ฅผ ์ด์šฉํ•˜์—ฌ signal์„ ๋ถ„๋ฅ˜ํ•˜๋Š” classification task ์ž…๋‹ˆ๋‹ค
๐Ÿ‘ฝTarget image1 ๐Ÿ‘ฝTarget image2 ๐Ÿ‘ฝTaget image3
S.G S.G S.G

๐Ÿ’ก ๋ฌธ์ œ ์ •์˜ ๋ฐ ํ•ด๊ฒฐ ๋ฐฉ์•ˆ

  • ํ˜„์žฌ ์ง„ํ–‰์ค‘์ธ ๋Œ€ํšŒ๋กœ parameter ๋ฐ ์‹œ๋„ํ•œ ๋ฐฉ๋ฒ•๋“ค์€ link์— ์ •๋ฆฌ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ“‘ 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