Update app.py

Update app.py

Fix emoji UTF8

V3.6.1: Final README with proper emoji encoding

Fix: Emoji field as string for HuggingFace validation

V3.6.1 Production Code: Soft-Veto REAL-aware Implementation

README V3.6.1: Updated HuggingFace model card

fix: CRITICAL - Correct HEAD A class mapping (class 0=REAL, 1=AI)

fix: Correct FFTFeatureExtractor method name (extract_features)

feat: Deploy SpectralDetector V3.6 Cascaded - 4-HEAD system (A/B/C/D) with temperature calibration

Internationalize UI to English and simplify technical details for publication

Add PyWavelets dependency for FFT feature extraction

Fix: downgrade huggingface-hub to 0.24.6 for Gradio compatibility

Fix: upgrade pickles to numpy 2.x, add pydantic 2.10.6, recreate meta-router, export demo at module level

Fix: add backward compatibility aliases for tau_* attributes

Fix: classify() expects image_path, save temp file from Gradio upload

Fix: upgrade to Gradio 4.44.1 and remove version pins for auto-compatibility

Fix: remove gradio-client pin - let Gradio 4.36.0 install required version (1.0.1)

Fix: pin gradio-client and enable share=True for HF Spaces

Fix: pin huggingface-hub to 0.19.4 for Gradio compatibility

Fix: downgrade Gradio to 4.36.0 and simplify launch

Fix: add scikit-image and pin huggingface-hub version

Initial deployment - SpectralDetector V3.5

initial commit