Tag: CNN

  • Spatial Resolution vs. Channel Depth in Anomaly Detection

    Spatial Resolution vs. Channel Depth in Anomaly Detection

    Are more channels always better? Not if you’re missing the fine print. In this post, we explore the tradeoff between spatial resolution and channel depth in CNN feature extractors — and why it matters for detecting subtle defects in texture-heavy datasets like AITEX. Learn how anomalies can disappear in deep layers, and what it really…