Fix: Only free modules > 1GB (text encoder), keep feat_mlp

Fix: Free SigLIP2 text encoder after caching embeddings (~7.5GB saved)

Tune segmentation: reduce over-splitting and clean polygon shapes

Fix: Bump Gradio to 5.50.0 for huggingface_hub compatibility

Fix: Remove pyaudioop (not needed with Python 3.11)

Fix: Pin Python 3.11 for HF Spaces, add pyaudioop compat

Rewrite: C-RADIOv4-H + RANSAC fusion pipeline

Deploy updated app.py

MAJOR: Shift from 'melted splotches' to 'geometric planes' (Gemini architectural rewrite)

Apply Gemini's CAD-style structural mask regularization (refined spec)

Implement Gemini's structural roof plane refinement spec (complete rewrite)

Fix SAM 3 detecting outside building - apply building mask to segments

Implement SAM 3 + DINOv3 prompting (Gemini's recommended approach)

Add aggressive polygon simplification + Google roof segment visualization

Add TWO-PASS geometric merging to fix shadow-split roof planes

Fix DSM visualization + Add segment merge threshold control

Implement proper DSM-based roof plane segmentation + Google Building Insights API

Add interactive edge detection controls and loosen Hough threshold

CRITICAL FIX: make Hough Line Transform much more restrictive

add Hough Line Transform to extract clean roof boundaries

CRITICAL: increase image resolution to detect roof ridges

filter building boundary false positive + detect missing roof peak

fix watershed + increase shadow gap bridging

CRITICAL: fix DINOv3 token structure - skip register tokens

fix DINOv3 references + add model name to output

CRITICAL FIX: switch to DINOv3 + fix segmentation fragmentation

drastically improve edge detection + add polygon regularization

fix edge detection + isolate primary building + merge shadow-split segments

major upgrade: building-focused segmentation with shadow handling

implement advanced roof plane segmentation

optimize docker build for speed

fix cuda base image version tag

changed docker file to cuda

hugging face can be stupid

fix for dockerfile

still trying to fix gradio

gradio

more gradio versioning

added gradio versioning

added gradio versioning

add torchvision dependency

DINOV3 roof segmentation with google solar api

DINOv3 satellite roof segmentation app

initial commit