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Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning
We show that our knowledge graph approach can reduce sign search space by 98. 9%.
DeepBbox: Accelerating Precise Ground Truth Generation for Autonomous Driving Datasets
Autonomous driving requires various computer vision algorithms, such as object detection and tracking. Precisely-labeled datasets (i. e., objects are fully contained in bounding boxes with only a few extra pixels) are preferred for training such algorithms, so that the algorithms can detect exact locations of the objects.
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