Research notebookNotebook updated 12 Oct 2026
Session 18 · source images

Inspect the pixels.

Compare the original with inversion, reflection, rotation and fixed brightness thresholds. Start with the tree, then inspect the text or colored punctuation.

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Original pixels
Selected view

Open the full original image · Read the findings and limits

Transformations use the source pixels before display scaling. The original files are unchanged. Thresholds turn brightness into two tones; they do not recover detail lost to blur. Apparent symbols still need an independent match or a successful decoding prediction.