Remove cumulative-patches chart and packed-canvases gallery; trim hero tagline

Increase cumulative chart resolution

Clarify fixed GOP canvas count

Show GOP canvases as explicit I/P sections

Align packed canvases with GOP groups

Use one IPPP canvas per GOP group

Refine border hierarchy and color balance

Widen and rebalance HF layout

Override HF inner component borders

Tune web-safe border colors and selection outlines

Decouple cumulative chart baseline from preview resize

Restore original visualization resize behavior

Fix cumulative patches chart sampling baselines

Surface per-frame patch breakdown in the chart legend + JSON

Uniform baseline: same N frames as codec, equal per-frame allocation

Chart: cumulative patch count over time, codec vs uniform

IPPP canvas: overlay P-frame patches onto I-frame at same dimensions

Add 'Target canvases (total per video)' slider, default 4

Canvas: one per GOP group with IPPP (I-frame + P-frame patches)

Remove 'by lmms-lab' chip from hero

Rename viz mode 'Side-by-side' label to 'Both'

Remove pipeline flow strip, Quick presets, Hero pills, GOP=global

Mobile responsive layout (≤768px and ≤480px breakpoints)

Replace bottom Examples + top stats card with one demo button

Fourth UI pass: stats tiles + tame Gradio empty placeholders

Third UI pass: pipeline flow, primary outputs, animations, empty states

Add gr.Examples block (gated on demo file presence)

Add GOP parameter: fixed (4/8/16) and dynamic (energy-adaptive)

Rename to OneVision Encoder; global top-K; codec-vs-uniform charts

Rename to OneVision Patch Inspector + presets, charts, UI polish

Fix Gradio 6.0 API breakage on HF Spaces

Codec patch selection demo: visualization + canvas

Add minimal ffprobe-based codec inspector