Wedding galleries go soft in predictable places: dance-floor frames at slow shutter speeds, wide-open portraits where focus landed on an ear or the veil, and ring shots with about a millimetre of depth of field. The analyzer scores a downscaled copy of the whole frame, so what you give it matters as much as the score it returns.
Sharpness Analyzer for Wedding Photography
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Eight burst frames of the first kiss at 85mm, f/2, 1/250s and ISO 3200. Uploaded whole, each would be scaled to 1,000 pixels and judged mostly on the blurred background. Instead, crop the same 1,000 × 1,000 pixel square around the couple's faces from each full-resolution export and score the eight crops one after another. Frames where the focus slipped to the groom's ear come back clearly lower; the top-scoring crop is the frame that goes in the gallery, after a final look at 100%.
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Before the shoot