Amap Tech
Feb 1, 2021 · Artificial Intelligence
AMAP-TECH Algorithm Competition: Dynamic Road Condition Analysis Using In-Vehicle Video
The AMAP‑TECH competition challenged participants to infer real‑time road conditions from in‑vehicle video, prompting the authors to combine lane‑wise vehicle detection with LightGBM and later an end‑to‑end DenseNet‑GRU model, augment data, ensemble five networks, and achieve a 0.7237 F1 score while outlining future deployment and research directions.
Deep Learningcomputer visionfeature engineering
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