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docs: update all YOLOv8 references to Conditional DETR
Fabio Antonini +1: Claude Sonnet 4.6README, ROADMAP, articles, backend docstring, docs/DEMO_CHECKLIST, docs/NOTEBOOKS_GUIDE, linkedin articles, slides, generate_presentation.py — all textual references to YOLOv8/ultralytics/yolov8s-signature-detector replaced with Conditional DETR/transformers/conditional-detr-50-signature-detector. ROADMAP tasks marked [x] complete with strikethrough. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>e3ef569
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Add speaker notes to all 45 presentation slides
Fabio Antonini +1: Claude Sonnet 4.6Add _set_speaker_note() helper and speaker_note parameter to all slide builder functions. Populate presenter notes for every slide in build(): opening remarks, key talking points, analogies for non-technical audience, and slide transitions. Notes are visible in PowerPoint presenter view. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>9f9190f
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Add Writer Identification tab and presentation generator
Fabio Antonini +1: Claude Sonnet 4.6- app/grapholab_demo.py: new Tab 5 "Identificazione Scrittore" with HOG + LBP + run-length features and SVM classifier; synthetic 5-writer fallback when no real samples are present; bar-chart probability output - data/samples/writer_examples/: pre-generated synthetic handwriting samples for the Gradio examples panel (one per writer style) - tools/generate_presentation.py: new script that generates the Italian PowerPoint presentation programmatically with matplotlib diagrams - docs/NOTEBOOKS_GUIDE.md, NOTEBOOKS_GUIDE_IT.md: updated Gradio demo table from 5 to 6 tabs, added Identificazione Scrittore row - .gitignore: exclude .claude/settings.json (local Claude Code settings) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>7b1c987