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#indian-traffic
3 posts
research Mar 22, 2025 14 min read
What 1,000 Hours of Indian CCTV Footage Taught Us About Traffic
Vehicle distributions, temporal patterns, violation hotspots, and edge cases — the data tells a story that no traffic survey captures.
data analysis indian-traffic
research Mar 5, 2025 11 min read
drik-bench: If You Build the Benchmark, You Define What 'Good' Means
Why COCO and KITTI are useless for Indian traffic — and how we built a benchmark suite that measures what actually matters.
benchmarks evaluation indian-traffic
research Feb 10, 2025 7 min read
Indian Traffic Is the Hardest Computer Vision Problem on Earth
50 million cameras. 300 million vehicles. 50+ vehicle types. No lane discipline. Why existing datasets fail — and why solving Indian traffic means solving everything.
computer-vision indian-traffic benchmarks