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#computer-vision
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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
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