100 Sports Image Classification

I’ve updated this dataset to make it better for you to use. In the previous version, there were many duplicate or very similar images. Having duplicates can make it seem like your model is more accurate than it really is. So, I’ve removed those duplicates in this new version.

I collected these images from the internet and then checked for duplicates using a program I made. Any duplicates I found were deleted to make sure there’s no mixing up of images between the training, testing, and validation sets. After that, I resized all the images to be the same size and converted them to a standard format.

There’s also a file included that lists each image’s location, what it shows, and which part of the dataset it belongs to (like training, testing, or validation).

This dataset is clean and ready to use. If you create a good model with it, you should be able to get at least 95% accuracy on the test set. With advanced techniques like transfer learning, you might even achieve over 98% accuracy on the test set. If you find this dataset helpful, please give it an upvote. Thanks!