The rise of deep learning relies on massive datasets where individual image quality and annotation accuracy are often assumed rather than verified.

Using a pre-trained ResNet-50 or Vision Transformer (ViT) to extract the embedding vector for 148_1000.jpg .

To investigate the representational value of specific data points within the broader training set. 2. Methodology

1. Introduction

(e.g., Computer Science, Art History, or Forensics?)