Saliva_grey_masking_flaws_facing_traffic Apr 2026

: Detects road debris or vehicle damage despite headlight glare. 📊 Performance Visualization Without AFIF Flaw Detection Rate ~35% in high traffic ~94% in high traffic False Positives High (smear artifacts) Low (isolated geometry) Response Latency

Ensures structural flaws aren't discarded as part of the "noise." 🚀 Key Technical Benefits saliva_grey_masking_flaws_facing_traffic

💡 : The goal of this feature is to move from Passive Observation (viewing the smear) to Active Reconstruction (viewing the flaw through the smear). : Detects road debris or vehicle damage despite

🛠️ Feature Concept: Adaptive Flaw-Isolation Filter (AFIF) saliva_grey_masking_flaws_facing_traffic

Algorithmically cancels out light bouncing from facing traffic.

Highlights the actual surface flaws hidden beneath the glare. :

The feature uses a multi-frame system to eliminate dynamic masking. Dynamic Deblocking : Identifies "grey" patches that lack high-frequency texture.