Indian Road Sign Detection — Live Examples
Real dashcam frames from Hyderabad streets, processed by the two-stage detection pipeline. Original frame on the left, detected output on the right.
Original
Detected
Speed Limit Detection 100% Speed Limit
A 40 km/h speed limit sign detected on a tree-lined campus road. The OCR stage reads the actual number from the sign face, catching any speed value — not just pre-trained classes.
Original
Detected
No Stopping & No Standing 100% Prohibitory
A prohibition sign on a divided road detected at full confidence. The classifier distinguishes between no_parking, no_stopping, and the combined no_stopping_and_no_standing variants.
Original
Detected
Chevron Board 95% Hazard Marker
A curve-direction chevron board at 95% confidence — a warning marker placed at bends. Detected at moderate distance where the distinctive arrow pattern is clearly readable.
Original
Detected
One Way 100% Prohibitory
A one-way direction sign detected on a Hyderabad street at 100% confidence. The classifier reliably identifies the distinctive red-and-white one-way arrow even in busy urban scenes.
Original
Detected
Two-Way Hazard Marker 100% Hazard Marker
A ground-level hazard marker with yellow-black chevron bars, detected at night at 100%. These markers always appear at road level with 3+ alternating bars — a pattern the locator is trained to spot.