To download Kaggle datasets into Google Drive:

First, generate an API key in your Kaggle settings. Then, open google collab and run-in

!pip install opendatasets

It will prompt you to enter your Kaggle username and API key. After that, replace the dataset URL with your desired Kaggle dataset URL, and in the new_folder_name parameter, provide the folder name.

import shutil import opendatasets as od import os

from google.colab import drive

Mount Google Drive

drive.mount('/content/drive')

Define the output directory in Google Drive where the dataset will be downloaded

output_dir = '/content/drive/MyDrive/Kaggle_Datasets'

Define the name of the new folder to be created inside the output directory

new_folder_name = 'Embryo_Classification'

Create the new folder if it doesn't exist

new_folder_path = os.path.join(output_dir, new_folder_name) os.makedirs(new_folder_path, exist_ok=True)

Define the Kaggle dataset URL

dataset_url = 'https://www.kaggle.com/datasets/gauravduttakiit/embryo-classification-efficientnet/data'

Download the dataset to the specified directory in Google Drive

od.download(dataset_url, data_dir=new_folder_path)

Move the downloaded zip file to the new folder

zip_file_name = 'embryo-classification-efficientnet.zip' zip_file_path = os.path.join(output_dir, zip_file_name) shutil.move(zip_file_path, new_folder_path)

Kaggle / kaggle-api

Incorrect assumption that downloaded dataset is encoded as UTF-8 #505