Single-label image classification across multiple dog breeds, demonstrating category assignment for computer vision training data. Each image labeled with its correct breed class, ready to feed directly into a classification model pipeline. We handle both broad categories and fine-grained distinctions depending on your dataset's needs, with every batch reviewed by our QA lead before delivery