Ollama: link directly to microlens-final (drop deprecated v2/v3 versions)

Add red YouTube CTA button under hero header

Add demo video link

Restore 3-panel layout: vanilla + MicroLens Final BRIEF + RICH (same model, prompt-differentiated)

Sync app.py with main GitHub repo (drop v2/v3 panels, 2-panel vanilla+final layout)

Sync KAGGLE_WRITEUP.md with main GitHub repo (Final, 1497 words)

Align header VQA count with Kaggle cover (67k -> 75k = train + val)

Drop H200 from POWERED BY (Space runs on zero-a10g, not H200)

Android link: point at repo root instead of /releases/latest

Footer + header cleanup: align with single-LoRA architecture

Rebalance fungal_spore samples: 2 Neopest + 2 Olivea + 2 Colletotrichum

Purge out-of-distribution categories: keep only diatom + fungal_spore

Restore 3-panel layout: vanilla / brief / rich with microlens-final LoRA

Initial commit: MicroLens Space on base Gemma 4 E2B