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feat(playground): seven ideas in motion, and how CNN, LSTM and hybrid networks work - #38
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Looping SVG sketches between "How it works" and the algorithm charts, for the terms new readers ask about: offline vs online handwriting, writer-independent vs writer-dependent, uncertainty, left-handed writers, small vs capital, why it gets things wrong (missing position, examples or method), and what raised accuracy and what did not. Numbers come from docs/benchmarks.md, docs/uncertainty.md and the "Why is it not 99%?" section. CSS only, design tokens only, no inline styles (the served CSP drops them). Scene buttons stop on one scene; with reduced motion nothing loops. Rebuilt on main after #36. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Students ask what a CNN, an LSTM and attention actually do. A new section answers with five loops: a neural network reading and learning, a CNN filter sliding along the signal, an LSTM's memory and a BiLSTM's two directions, attention weights over a letter, and the CNN-BiLSTM-attention hybrid the page uses. Sizes match imu2text/models.py (64 then 128 filters of width 3, one BiLSTM layer of 64 units); scores are from docs/benchmarks.md. Question headings, a nav link, a meta description naming CNN and LSTM, and about/teaches/keywords in the JSON-LD help the page show up for those searches; the sitemap gets a lastmod. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Four runs of the masked model against the same four without it, official OnHW-chars both/indep/fold0: 72.67% against 72.45%, +0.22 points, inside the seed spread (imu2text#41). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Adds "Seven ideas, in motion" after "How it works" on the playground: seven
looping SVG sketches for the terms new readers ask about.
A second section, "How CNN, LSTM and hybrid neural networks read handwriting",
has five more: a neural network reading and learning, a CNN filter, an LSTM
and a BiLSTM, attention, and the CNN-BiLSTM-attention hybrid. Model sizes
match
imu2text/models.py. For search: question headings, a nav link, CNNand LSTM in the meta description,
about/teaches/keywordsin theJSON-LD, and a sitemap
lastmod.CSS only,
--v-*tokens only, no inline styles (the served CSP dropsthem). Scene buttons stop on one scene; with
prefers-reduced-motionnothing loops.
Please check:
model sizes against imu2text/models.py; the drawings are sketches and the
intros say so
🤖 Generated with Claude Code