狗品种数据集

该数据集包含约118,000张按犬种标记的狗图片，来源于澳大利亚宠物领养网站https://www.savour-life.com.au/，并通过Kaggle平台公开。数据包括一个CSV文件和对应JPEG图像文件夹，涵盖DogId、Breed（犬种）、Image文件名及ImageNumber（同一只狗的多张图像序列）。每只狗最多有10张图像，ImageNumber=1为首选头像。部分图像可能无效或未在CSV中引用，需进行清理。数据集适用于构建犬种分类模型，广泛应用于宠物识别、图像生成与动物领养推荐系统等场景。

This dataset contains approximately 118,000 breed-labeled dog images, sourced from the Australian pet adoption website https://www.savour-life.com.au/ and publicly available via the Kaggle platform. It consists of a CSV file and a matching JPEG image folder, with metadata including DogId, Breed, Image filename, and ImageNumber (indicating the sequence of multiple images for the same individual dog). Each dog has up to 10 images, where ImageNumber=1 corresponds to the preferred headshot. Some images may be invalid or not referenced in the CSV, thus requiring pre-cleaning. This dataset is applicable for developing dog breed classification models, and has been widely used in scenarios such as pet recognition, image generation, and animal adoption recommendation systems.