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INTENT: An LSTM Framework for Vehicle Intention Prediction in Intersection Scenarios with Comprehensive Ablation Analysis

arXiv cs.AI · 2026-07-10 Cached

This paper proposes INTENT, an LSTM framework for predicting vehicle intentions (straight, left turn, right turn) at intersections 2 seconds ahead, achieving 99.71% accuracy on the InD dataset.

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