Remove hourly HF Space self-restarts

fix(crowd): apply width constraint through Gradio CSS scoping

fix(crowd): constrain original embed to mobile width

fix(crowd): keep original Gradio UI for quota fallback

fix: serialize fallback receipts as JSON objects

feat: issue verified quota receipts and add CPU-only cached recount API

fix: keep GPU quota errors visible in crowd count results

Clear cached predictions when the upload is cleared

Cache Crowd candidates per session and shorten small-image GPU reservations

Reduce ZeroGPU occupancy by moving CPU output work outside GPU tasks

Restart Crowd Counter hourly

Log HEIC failure mode in AGENTS.md

Support HEIC uploads via pillow-heif

fix: save crowd images to shared drive

feat: save crowd counter images to Drive

Center Crowd Counter and normalize navigation

Remove drone mapping link from Crowd Counter

Allow local Crowd Counter embeds

Update Crowd Counter copy and threshold range

Restrict Crowd Counter iframe origins

Two-grid tiled ensemble with adaptive dedup for +10-26% recall; 7s GPU cap

Drop share button from the counted-overlay image (Gradio 6 buttons list)

Document Gradio 6 CSR js/head no-exec gotcha + middleware light-mode enforcement

Force light theme server-side: 302 / -> /?__theme=light for browser navigations

Brand + readability pass on the counted overlay; force light mode on all hosts; 5s GPU

Add AGENTS.md (runbook + custom-domain failure mode), local setup script, ignore venv/outputs

Force https root_url (custom-domain proxy drops x-forwarded-proto); harden count_crowd with cuda fallback + error handling; 60s GPU reservation

Align UI with sibling Spaces (Markdown hero, nav cluster, JSON-LD/canonical head, link-rewrite JS); disable SSR so crowd.skyebrowse.com works

Fix UI legibility: force light mode (strip dark class) + center hero + explicit text colors

Fix Gradio 6 API (theme/css/head to launch, drop show_share_button); add SkyeBrowse logo watermark

Redesign UI to SkyeBrowse design language; add wc14/wc51 examples (auto-run); 5s GPU

Trim ZeroGPU reservation to 60s (inference is ~1-2s); quota-friendlier

Auto-run on image upload (no submit button); re-run on threshold change

Fix GPU device mismatch: build points_queries on feature device

Restore pretrained=False (Space bundles no VGG file)

Make PET importable without torchvision (ZeroGPU torch-only env)

Drop torchvision import (ZeroGPU lacks it); inline normalize

Add PET crowd-counter Gradio app (ZeroGPU)

initial commit