Fig. 1
From: An ESG-ConvNeXt network for steel surface defect classification based on hybrid attention mechanism

Sample images of nine typical surface defects in the NEU-CLS-64 dataset. (a) Cracks (b) pits (c) inclusions (d) patches (e) pitting surface (f) rust (g) rolling scale (h) scratches (i) oil stains.