Upload folder using huggingface_hub

Fix: add base target=_blank so links open in new tab instead of iframe

Add workflow diagrams as PNG, describe model lifecycle and on-target validation

Update landing page: ecosystem diagram, workflow description, naming conventions, validation pipeline

Split model zoo by task (Detection, Instance Segmentation), fix deployment claim

Rebrand landing page: EdgeFirst palette, Barlow/Crimson Text typography, proper light+dark theme

Fix: replace link buttons with shields.io badges

Fix: shields.io badges, light/dark theme support, remove status column

Update org landing page with EdgeFirst branding and model zoo links