TeleXGI

TeleXGI: Explainable Gastrointestinal Image Classification for TeleSurgery Systems

Downloading Kaggle Datasets

To download Kaggle datasets using notebook, follow these steps:

1. Install Kaggle API

Make sure you have the Kaggle API installed. If not, you can install it via pip:

!pip install kaggle

2. Obtain Kaggle API Credentials

You need to have Kaggle API credentials. Here's how to get them:

• Go to the Kaggle website and sign in to your account.
• Click on your profile picture at the top right and select "Account".
• Scroll down to the "API" section and click on "Create New API Token".
• This will download a file named kaggle.json.

3. Configure Kaggle API

Move the downloaded kaggle.json file to the ~/.kaggle/ directory:

!mkdir ~/.kaggle
!mv /path/to/downloaded/kaggle.json ~/.kaggle/

Ensure that permissions are set correctly for the kaggle.json file:

!chmod 600 ~/.kaggle/kaggle.json

4. Download Required Kaggle Datasets

!kaggle datasets download -d meetpatel0963/kvasir-v2
!kaggle datasets download -d meet0963/kvasir-v2-folds
!kaggle datasets download -d mp10201/kvasir-v2-resnet50-epochs-100
!kaggle datasets download -d mp10201/kvasir-v2-mobilenet-v2-epochs-100