This is a very high-quality dataset of playing card images. All images are in jpg format of 224 X 224 X 3. Each image is carefully cropped to ensure that only one playing card is shown and that the card occupies more than 50% of the pixel area of the image. The dataset contains 7,624 training images, 265 test images, and 265 validation images. These images are divided into 53 different subdirectories, each corresponding to a specific type of playing card. In addition, the dataset also comes with a CSV file to facilitate users to load and process these image data.