How to Use Kaggle for Computer Vision
Blog post from Roboflow
Kaggle is a prominent data science and machine learning platform known for hosting a vast array of datasets and competitions, providing free resources for data scientists and machine learning enthusiasts. It offers tools such as Kaggle Notebooks, which function similarly to Jupyter Notebooks, allowing users to run and experiment with code using free GPU resources. Users can interact with over 50,000 datasets and a curated library of models from Google-affiliated organizations, enabling them to build and test machine learning models directly in the browser. Kaggle's comprehensive features include the ability to upload datasets, download or import datasets into notebooks, and utilize models for inference, making it a versatile platform for computer vision tasks. The guide also highlights how to use Roboflow Notebooks on Kaggle and discusses alternatives like Google Colab and Amazon SageMaker Studio Lab for similar tasks.