#deep-learning

3 posts

engineering Mar 14, 2025 12 min read

DrikNetra: Multi-Frame Super-Resolution for License Plates That Cameras Can't Read

Single frames from CCTV are too blurry. We fuse multiple video frames into one crisp plate image — turning 32x16 pixel smears into readable text.

super-resolution ANPR license-plate

engineering Feb 18, 2025 8 min read

Building DrikSynth: Synthetic Data for Traffic Scenes That Don't Exist Yet

How we use Unreal Engine to generate 100K annotated traffic scenes — covering edge cases that would take years to collect in the real world.

synthetic-data unreal-engine training

engineering Jan 15, 2025 2 min read

Building a Visual Reasoning Engine for Indian Traffic

How we designed a five-level reasoning pipeline that goes from pixel-level detection to predictive intelligence — and why Indian roads are the ultimate proving ground.

computer-vision architecture reasoning