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加速 AI 驱动的自动驾驶 —— Foretify 数据驱动的开发工具链

  • 2026-02-02 10:42:18
加速 AI 驱动的自动驾驶 —— Foretify 数据驱动的开发工具链
 
核心工作流

1️⃣ 数据治理 (Curate) 从海量原始路测日志中智能提炼高价值数据，将非结构化的驾驶行为转化为标准化的数字资产。

2️⃣ 缺口洞察 (Analyze) 深度分析测试覆盖率，精准定位当前测试的盲区与不足，明确“还需要测什么”，拒绝无效堆量。

3️⃣ 仿真泛化 (Generate) 基于真实路测数据进行场景扩充，自动生成海量衍生变体以定向填补数据缺口。

4️⃣ 训练验证 (Training & Validate) 利用神经重建技术与高保真传感器仿真，构建高保真的虚拟仿真场景，直接反哺 AI 模型的训练与验证。
 
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  1. CONNECT:[ UseTime:0.001086s ] mysql:host=127.0.0.1;port=3306;dbname=e_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001559s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000723s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000664s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001299s ]
  6. SELECT * FROM `set` [ RunTime:0.000555s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001488s ]
  8. SELECT * FROM `article` WHERE `id` = 465043 LIMIT 1 [ RunTime:0.000871s ]
  9. UPDATE `article` SET `lasttime` = 1771001923 WHERE `id` = 465043 [ RunTime:0.015787s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 67 LIMIT 1 [ RunTime:0.000636s ]
  11. SELECT * FROM `article` WHERE `id` < 465043 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001126s ]
  12. SELECT * FROM `article` WHERE `id` > 465043 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001012s ]
  13. SELECT * FROM `article` WHERE `id` < 465043 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002163s ]
  14. SELECT * FROM `article` WHERE `id` < 465043 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.003011s ]
  15. SELECT * FROM `article` WHERE `id` < 465043 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.002658s ]
0.200756s