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  3. 恶劣场景下的车道线检测挑战赛
iFlytek ChallengeComputer VisionIntermediateRegistration closed · Event active

恶劣场景下的车道线检测挑战赛

A intermediate computer vision competition requiring roughly 12–36 hours for an end-to-end practice run.

Difficulty
Intermediate
Estimated effort
12–36 hours
Registration deadline
Sep 14, 2026
Compute
Free GPU OK
OverviewPreparationSource

Overview

Who this competition fits

适合已有深度学习计算机视觉实践、能处理车载前视图像中车道线检测的人;尤其适合熟悉曲线/关键点式车道线输出,并能在低照度、雨雪、雾、反光等退化条件下训练鲁棒模型的参赛者。冲击最终排名的团队还需能整理可复现的代码、权重、配置与依赖说明。

Read the original official blurb
随着智能网联汽车与自动驾驶技术的快速演进,构建感知、互联协同的现代交通体系已成为国家交通强国建设的重要一环。然而,交通安全始终是制约自动驾驶全面落地的核心痛点。据国家统计局数据显示,2024年我国共发生机动车交通事故逾21万起。在复杂多变的真实道路环境中,车辆感知系统的任何偏差都有可能导致路径规划错误或控制指令异常,从而引发严重的安全事故。 Official track: 计算机视觉. Sponsor: 中国矿业大学. Teams entered: 158.

Preparation

From registration to a first submission

  1. 01

    深度学习视觉模型训练

  2. 02

    车道线检测

  3. 03

    图像分割或关键点回归

  4. 04

    恶劣天气图像增强

  5. 05

    B样条曲线插值

  6. 06

    Python 文件批量处理

Before you commit: 难点不只是识别车道线,而是在恶劣天气和复杂道路拓扑下准确恢复模糊、断裂或局部缺失的线,并以严格的逐图像坐标文本和目录结构提交。最终榜使用隔离视频段,且前三名需提交与冻结哈希完全一致、可复现的完整方案,泛化和工程交付都会直接影响结果。

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
iFlytek Challenge
Last checked
Aug 18, 2026

Entry assessment

est.
52

Prepare before joining

Overall fit estimate

Beginner fit52/100
Learning value56/100

Confirm eligibility and time commitment before moving into formal preparation.

Entry eligibility needs official confirmation

Open official pageSign in to saveOpen guide

Timeline

Registration opens
Aug 18, 2026
Registration deadline
Sep 14, 2026
Submission deadline
Oct 24, 2026
Competition ends
Oct 24, 2026

Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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Source page verifiedMetric confirmedReviewed
Source published
Aug 18, 2026
Published on this site
Sep 23, 2026

Official metric is not published on the iFlytek competition listing; verify scoring on the competition page.