Illustration of the network and visual classification stages. Top row: HSC three-color gri images of some SuGOHI galaxy-scale test lenses missed by the neural network, with scores p < 0.1. Second row: subset of ResNet candidates with elevated dispersion σ_G among our visual inspection grades. Third row: examples of interlopers with p > 0.1 and low average grades G, showing dust lanes or arc-like features around LRGs.