BMD-45 is a new large-scale CCTV vehicle detection dataset from developing cities that reveals a 2.5x performance gap for models adapted from prior benchmarks.
Rt-detrv2: Improved baseline with bag-of-freebies for real-time detection transformer
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CV 2years
2026 2representative citing papers
A generative pipeline creates realistic synthetic pitting defects and other surface flaws that, when added to real training data, yield modest gains in industrial defect detectors without replacing the need for authentic samples.
citing papers explorer
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BMD-45: A Large-Scale CCTV Vehicle Detection Dataset for Urban Traffic in Developing Cities
BMD-45 is a new large-scale CCTV vehicle detection dataset from developing cities that reveals a 2.5x performance gap for models adapted from prior benchmarks.
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SynSur: An end-to-end generative pipeline for synthetic industrial surface defect generation and detection
A generative pipeline creates realistic synthetic pitting defects and other surface flaws that, when added to real training data, yield modest gains in industrial defect detectors without replacing the need for authentic samples.