fix(bench-space): apply HfFolder shim before importing gradio

fix(docker): add --no-build-isolation to pip download for mamba-ssm

Fix HF Spaces build timeout: limit mamba_ssm to sm_89 only

Cap CUDA-extension build parallelism (fix HF Spaces OOMKill, exit 137)

Add Gradio head-to-head baseline (V1/V2/V3) and bench Space entrypoint

Fix inference pipeline: normalization, RAS orientation, state_dict check, debug logging

fix: HfFolder ImportError - add compatibility shim for huggingface_hub 1.x

fix: pin huggingface-hub<1.0 to fix HfFolder ImportError with Gradio

Fix: Always use FastAPI as server, remove Gradio-only fallback, remove demo.launch()

Mount Gradio at /gradio to prevent interference with API routes

Fix Request parameter to use dependency injection

Add file validation and fix request parameter order

Fix CORS for GitHub Pages and improve multipart request handling

Add detailed logging for multipart requests and route registration

Fix exception handler to prevent UnicodeDecodeError and improve error messages

Add route registration logging before Gradio mount

Add explicit JSONResponse to segment endpoint

Fix middleware to not consume request body for file uploads

Add request logging middleware to debug Method Not Allowed errors

Add route debugging and ensure FastAPI routes are properly registered

Fix API routes and add root endpoint

Add detailed logging for API requests to show in Hugging Face logs

Fix dimension mismatch: resample prediction mask to match original input dimensions

Increase upload limit to 2 GB to match processing limit

Increase file size limits: upload 1 GB, processing 2 GB

Update processing file size limit to 200 MB for medical imaging volumes

Fix critical issues: 50MB upload limit, report guardrails, T2 experimental status, API security, and indentation errors

Fix shape

Fix: Update remaining spatial priors and pass voxel_spacing to confidence calculation

Aggressive fixes: Higher T1 thresholds (0.60-0.80), stricter spatial priors, volume-based confidence penalty, reject <1000ml

Fix: Correct indentation errors and ensure PROCESSING_LOCK is threading.Lock()

Fix: Remove local ndimage imports that cause UnboundLocalError - use top-level import instead

Complete critical fixes: proper lock acquire/release, load NIfTI once, fix slice_idx bounds, remove redundant confidence check

Fix critical bugs: threading.Lock, NIfTI load once, z-axis calculations, confidence defaults, path guards

Fix preprocessing indentation error

Complete QC pipeline

Added advanced guards

Normalize Intensityd

Fixed preprocessing

Fix confidence_score

Add T1 threshold 0.58, size-aware auto-tune, enhanced edge cleanup, centroid/Z-span guards, confidence score, remove emojis

Fix accuracy: match training preprocessing and use 0.5 threshold by default

Enhance medical report with detailed findings, clinical context, and quality assessment

Fix preprocessing, threshold, and post-processing for better predictions

Fix UnboundLocalError and Triton cache permission error

Fix Internal Server Error: mount Gradio Blocks to FastAPI app for Hugging Face Spaces

Fix Gradio 4.44.x schema bug: patch additionalProperties boolean to dict conversion

Fix syntax error: remove embedded error messages from app.py

Fix Gradio launch error: remove unsupported api_name parameter from click() method

Fix No API found error: remove API info patching and explicitly set api_name