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

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)

Add PET crowd-counter Gradio app (ZeroGPU)