Easiest way to download kaggle data in Google Colab

https://www.kaggle.com/general/74235

Easiest way to download kaggle data in Google Colab | Data Science and Machine Learning

 

1. Go to your account, Scroll to API section and Click Expire API Token to remove previous tokens

2. Click on Create New API Token - It will download kaggle.json file on your machine.

3. Go to your Google Colab project file and run the following commands:

1) ! pip install -q kaggle

2) from google.colab import files

files.upload()

• Choose the kaggle.json file that you downloaded

3) ! mkdir ~/.kaggle

! cp kaggle.json ~/.kaggle/

• Make directory named kaggle and copy kaggle.json file there.

4) ! chmod 600 ~/.kaggle/kaggle.json

• Change the permissions of the file.

5) ! kaggle datasets list
- That's all ! You can check if everything's okay by running this command.

 

 

Download Dataset

!kaggle datasets download -d kozodoi/timm-pytorch-image-models

 

Download Data

! kaggle competitions download -c 'name-of-competition'

Use unzip command to unzip the data:

For example,

Create a directory named train,

! mkdir train

unzip train data there,

! unzip train.zip -d train

 

 

특정 대회 이름 가져오기

 ! kaggle competitions list

여기서 대회 이름 찾기

 

<competition name>에 찾은 이름 넣고 실행

!kaggle competitions download -c <competition name>

 

이 방법 외에 사이트에서 복사해올 수도 있다

! kaggle competitions download -c 'name-of-competition' 복사해오는 법