Upload agents/modality_detector.py with huggingface_hub

agents/modality_detector.py

@@ -250,6 +250,12 @@ def _get_modality_adjustments(modality: str) -> dict:
             "HF Noise Structure": 0.3,         # Blur region has different noise
             "Noise Spatial Frequency": 0.3,    # Same reason
             "CFA Nyquist": 0.5,               # Computational processing removes CFA
+            # Spectral tests affected by computational photography
+            "Spectral Slope 1/f²": 0.5,       # Frequency-selective sharpening steepens slope
+            "Spectral Symmetry": 0.4,          # Depth-based processing creates asymmetry
+            "Phase Coherence": 0.4,            # Segmentation boundary = phase discontinuity
+            # Sensor tests affected by smartphone tone curves
+            "Pixel Response Linearity": 0.3,   # Aggressive HDR/tone mapping = expected non-linearity
         }
     
     elif modality == "MESSAGING":
@@ -300,6 +306,8 @@ def _get_modality_adjustments(modality: str) -> dict:
             "Vignetting cos⁴θ": 0.5,          # Computational correction
             "CFA Nyquist": 0.7,               # Heavy ISP processing
             "Poisson-Gaussian Model": 0.7,     # Noise reduction
+            "Pixel Response Linearity": 0.4,   # HDR/tone mapping = non-linear
+            "Spectral Slope 1/f²": 0.7,       # Sharpening affects slope
         }
     
     else:  # DSLR or UNKNOWN