scene-token
string
frame-token
string
id
string
tag
string
question
string
answer
string
image_paths
string
325cef682f064c55a255f2625c533b75
ac8b4d49731d43289579f014cb7c97ef
325cef682f064c55a255f2625c533b75_ac8b4d49731d43289579f014cb7c97ef_13
1
What actions could the ego vehicle take based on <c2,CAM_BACK_RIGHT,529.1,480.8>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984235412460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984235404844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984235420339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984235437525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984235447423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984235427893.jpg
325cef682f064c55a255f2625c533b75
ac8b4d49731d43289579f014cb7c97ef
325cef682f064c55a255f2625c533b75_ac8b4d49731d43289579f014cb7c97ef_14
1
What actions could the ego vehicle take based on <c3,CAM_FRONT,1285.8,533.3>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984235412460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984235404844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984235420339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984235437525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984235447423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984235427893.jpg
325cef682f064c55a255f2625c533b75
ac8b4d49731d43289579f014cb7c97ef
325cef682f064c55a255f2625c533b75_ac8b4d49731d43289579f014cb7c97ef_15
1
What actions taken by the ego vehicle can lead to a collision with <c3,CAM_FRONT,1285.8,533.3>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984235412460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984235404844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984235420339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984235437525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984235447423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984235427893.jpg
325cef682f064c55a255f2625c533b75
ac8b4d49731d43289579f014cb7c97ef
325cef682f064c55a255f2625c533b75_ac8b4d49731d43289579f014cb7c97ef_16
1
What actions could the ego vehicle take based on <c4,CAM_FRONT,215.8,574.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984235412460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984235404844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984235420339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984235437525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984235447423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984235427893.jpg
325cef682f064c55a255f2625c533b75
ac8b4d49731d43289579f014cb7c97ef
325cef682f064c55a255f2625c533b75_ac8b4d49731d43289579f014cb7c97ef_17
1
What actions could the ego vehicle take based on <c5,CAM_BACK,70.0,499.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984235412460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984235404844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984235420339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984235437525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984235447423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984235427893.jpg
325cef682f064c55a255f2625c533b75
ac8b4d49731d43289579f014cb7c97ef
325cef682f064c55a255f2625c533b75_ac8b4d49731d43289579f014cb7c97ef_18
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984235412460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984235404844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984235420339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984235437525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984235447423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984235427893.jpg
325cef682f064c55a255f2625c533b75
ac8b4d49731d43289579f014cb7c97ef
325cef682f064c55a255f2625c533b75_ac8b4d49731d43289579f014cb7c97ef_19
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984235412460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984235404844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984235420339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984235437525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984235447423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984235427893.jpg
325cef682f064c55a255f2625c533b75
ac8b4d49731d43289579f014cb7c97ef
325cef682f064c55a255f2625c533b75_ac8b4d49731d43289579f014cb7c97ef_20
1
What impact does the situation have on driving vehicles?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984235412460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984235404844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984235420339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984235437525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984235447423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984235427893.jpg
325cef682f064c55a255f2625c533b75
ac8b4d49731d43289579f014cb7c97ef
325cef682f064c55a255f2625c533b75_ac8b4d49731d43289579f014cb7c97ef_21
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is slightly steering to the right. The ego vehicle is driving very fast. B. The ego vehicle is slightly steering to the right. The ego vehicle is driving with normal speed. C. The ego vehicle is slightly steering to the right. The ego vehicle is driving slowly. D. The ego vehicle is going straight. The ego vehicle is driving with normal speed.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984235412460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984235404844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984235420339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984235437525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984235447423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984235427893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_1
0-0
What is the moving status of object <c4,CAM_FRONT,278.3,550.8>? Please select the correct answer from the following options: A. Back up. B. Turn right. C. Going ahead. D. Stopped.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_2
0-1
Would <c1,CAM_FRONT_LEFT,683.3,563.3> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_3
0-1
Would <c2,CAM_FRONT,830.0,539.2> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_4
0-1
Would <c3,CAM_FRONT,1215.0,536.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_5
0-1
Would <c4,CAM_FRONT,278.3,550.8> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_6
0-1
Would <c5,CAM_BACK,699.2,525.8> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_7
0-1
Will <c2,CAM_FRONT,830.0,539.2> be in the moving direction of <c3,CAM_FRONT,1215.0,536.7>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_8
0-1
Will <c2,CAM_FRONT,830.0,539.2> change its motion state based on <c3,CAM_FRONT,1215.0,536.7>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_9
0-1
Will <c5,CAM_BACK,699.2,525.8> be in the moving direction of <c4,CAM_FRONT,278.3,550.8>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_10
0-1
Will <c5,CAM_BACK,699.2,525.8> change its motion state based on <c4,CAM_FRONT,278.3,550.8>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_11
1
What actions could the ego vehicle take based on <c1,CAM_FRONT_LEFT,683.3,563.3>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_12
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_LEFT,683.3,563.3>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_13
1
What actions could the ego vehicle take based on <c2,CAM_FRONT,830.0,539.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_14
1
What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT,830.0,539.2>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_15
1
What actions could the ego vehicle take based on <c3,CAM_FRONT,1215.0,536.7>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_16
1
What actions could the ego vehicle take based on <c4,CAM_FRONT,278.3,550.8>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_17
1
What actions taken by the ego vehicle can lead to a collision with <c4,CAM_FRONT,278.3,550.8>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_18
1
What actions could the ego vehicle take based on <c5,CAM_BACK,699.2,525.8>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_19
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_20
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_21
1
What situation affects driving vehicles in this scene?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
858a1ece22cf45d9bc71e42336604b78
325cef682f064c55a255f2625c533b75_858a1ece22cf45d9bc71e42336604b78_22
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is slightly steering to the left. The ego vehicle is driving with normal speed. B. The ego vehicle is steering to the left. The ego vehicle is driving very fast. C. The ego vehicle is steering to the right. The ego vehicle is driving slowly. D. The ego vehicle is going straight. The ego vehicle is driving fast.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984238912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984238904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984238920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984238937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984238947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984238927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_1
0-1
Would <c1,CAM_FRONT_LEFT,1585.0,545.8> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_2
0-1
Would <c2,CAM_BACK_LEFT,446.7,665.8> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_3
0-1
Would <c3,CAM_BACK_LEFT,935.8,703.3> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_4
0-1
Would <c4,CAM_FRONT_RIGHT,1018.3,692.6> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_5
0-1
Would <c5,CAM_BACK_RIGHT,891.7,683.3> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_6
0-1
Will <c3,CAM_BACK_LEFT,935.8,703.3> be in the moving direction of <c4,CAM_FRONT_RIGHT,1018.3,692.6>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_7
0-1
Will <c3,CAM_BACK_LEFT,935.8,703.3> change its motion state based on <c4,CAM_FRONT_RIGHT,1018.3,692.6>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_8
0-1
Will <c4,CAM_FRONT_RIGHT,1018.3,692.6> be in the moving direction of <c3,CAM_BACK_LEFT,935.8,703.3>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_9
0-1
Will <c4,CAM_FRONT_RIGHT,1018.3,692.6> change its motion state based on <c3,CAM_BACK_LEFT,935.8,703.3>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_10
1
What actions could the ego vehicle take based on <c1,CAM_FRONT_LEFT,1585.0,545.8>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_11
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_LEFT,1585.0,545.8>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_12
1
What actions could the ego vehicle take based on <c2,CAM_BACK_LEFT,446.7,665.8>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_13
1
What actions could the ego vehicle take based on <c3,CAM_BACK_LEFT,935.8,703.3>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_14
1
What actions could the ego vehicle take based on <c4,CAM_FRONT_RIGHT,1018.3,692.6>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_15
1
What actions could the ego vehicle take based on <c5,CAM_BACK_RIGHT,891.7,683.3>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_16
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_17
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
7bebe3c9be714f02837f8617c56df122
325cef682f064c55a255f2625c533b75_7bebe3c9be714f02837f8617c56df122_18
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is slightly steering to the left. The ego vehicle is driving fast. B. The ego vehicle is slightly steering to the right. The ego vehicle is driving slowly. C. The ego vehicle is slightly steering to the right. The ego vehicle is driving with normal speed. D. The ego vehicle is going straight. The ego vehicle is driving with normal speed.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984246912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984246904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984246920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984246937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984246947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984246927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_1
0-1
Would <c1,CAM_FRONT_LEFT,971.9,631.8> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_2
0-1
Would <c2,CAM_BACK_RIGHT,691.9,716.6> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_3
0-1
Would <c3,CAM_FRONT_LEFT,461.7,709.2> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_4
0-1
Would <c4,CAM_BACK_LEFT,1158.8,661.2> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_5
0-1
Would <c5,CAM_FRONT_RIGHT,784.4,622.4> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_6
0-1
Will <c5,CAM_FRONT_RIGHT,784.4,622.4> be in the moving direction of <c4,CAM_BACK_LEFT,1158.8,661.2>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_7
0-1
Will <c5,CAM_FRONT_RIGHT,784.4,622.4> change its motion state based on <c4,CAM_BACK_LEFT,1158.8,661.2>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_8
0-1
Will <c5,CAM_FRONT_RIGHT,784.4,622.4> be in the moving direction of <c2,CAM_BACK_RIGHT,691.9,716.6>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_9
0-1
Will <c5,CAM_FRONT_RIGHT,784.4,622.4> change its motion state based on <c2,CAM_BACK_RIGHT,691.9,716.6>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_10
1
What actions could the ego vehicle take based on <c1,CAM_FRONT_LEFT,971.9,631.8>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_11
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_LEFT,971.9,631.8>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_12
1
What actions could the ego vehicle take based on <c2,CAM_BACK_RIGHT,691.9,716.6>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_13
1
What actions could the ego vehicle take based on <c3,CAM_FRONT_LEFT,461.7,709.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_14
1
What actions could the ego vehicle take based on <c4,CAM_BACK_LEFT,1158.8,661.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_15
1
What actions could the ego vehicle take based on <c5,CAM_FRONT_RIGHT,784.4,622.4>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_16
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_17
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_18
1
What situation in this scene affects the driving of vehicles?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
e174cb43655f49dab7ffa27b973670e3
325cef682f064c55a255f2625c533b75_e174cb43655f49dab7ffa27b973670e3_19
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is steering to the right. The ego vehicle is driving slowly. B. The ego vehicle is steering to the left. The ego vehicle is driving very fast. C. The ego vehicle is slightly steering to the right. The ego vehicle is driving fast. D. The ego vehicle is slightly steering to the right. The ego vehicle is driving with normal speed.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984242912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984242904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984242920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984242937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984242947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984242927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_1
0-0
What is the moving status of object <c4,CAM_BACK_LEFT,307.5,581.7>? Please select the correct answer from the following options: A. Going ahead. B. Drive backward. C. Stopped. D. Reverse parking.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_2
0-1
Would <c1,CAM_FRONT_RIGHT,1203.3,744.2> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_3
0-1
Would <c2,CAM_FRONT_LEFT,1238.3,556.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_4
0-1
Would <c3,CAM_FRONT,510.0,553.3> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_5
0-1
Would <c4,CAM_BACK_LEFT,307.5,581.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_6
0-1
Would <c5,CAM_BACK,494.2,525.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_7
0-1
Will <c5,CAM_BACK,494.2,525.0> be in the moving direction of <c1,CAM_FRONT_RIGHT,1203.3,744.2>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_8
0-1
Will <c5,CAM_BACK,494.2,525.0> change its motion state based on <c1,CAM_FRONT_RIGHT,1203.3,744.2>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_9
0-1
Will <c4,CAM_BACK_LEFT,307.5,581.7> be in the moving direction of <c1,CAM_FRONT_RIGHT,1203.3,744.2>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_10
0-1
Will <c4,CAM_BACK_LEFT,307.5,581.7> change its motion state based on <c1,CAM_FRONT_RIGHT,1203.3,744.2>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_11
1
What actions could the ego vehicle take based on <c1,CAM_FRONT_RIGHT,1203.3,744.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_12
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_RIGHT,1203.3,744.2>?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_13
1
What actions could the ego vehicle take based on <c2,CAM_FRONT_LEFT,1238.3,556.7>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_14
1
What actions could the ego vehicle take based on <c3,CAM_FRONT,510.0,553.3>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_15
1
What actions could the ego vehicle take based on <c4,CAM_BACK_LEFT,307.5,581.7>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_16
1
What actions could the ego vehicle take based on <c5,CAM_BACK,494.2,525.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_17
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_18
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
325cef682f064c55a255f2625c533b75
b1303058fa624645b753d7283d70de45
325cef682f064c55a255f2625c533b75_b1303058fa624645b753d7283d70de45_19
0-0
Predict the behavior of the ego vehicle. Please select the correct answer from the following options: A. The ego vehicle is going straight. The ego vehicle is driving with normal speed. B. The ego vehicle is steering to the right. The ego vehicle is driving slowly. C. The ego vehicle is slightly steering to the right. The ego vehicle is driving with normal speed. D. The ego vehicle is slightly steering to the right. The ego vehicle is driving fast.
samples/CAM_FRONT/n015-2018-10-08-15-36-50+0800__CAM_FRONT__1538984240912467.jpg, samples/CAM_FRONT_LEFT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_LEFT__1538984240904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_FRONT_RIGHT__1538984240920339.jpg, samples/CAM_BACK/n015-2018-10-08-15-36-50+0800__CAM_BACK__1538984240937525.jpg, samples/CAM_BACK_LEFT/n015-2018-10-08-15-36-50+0800__CAM_BACK_LEFT__1538984240947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-10-08-15-36-50+0800__CAM_BACK_RIGHT__1538984240927893.jpg
3045ed93c2534ec2a5cabea89b186bd9
6df66081e5764cea846062a514fd90d5
3045ed93c2534ec2a5cabea89b186bd9_6df66081e5764cea846062a514fd90d5_0
2
What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296190912404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296190904799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296190920482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296190937558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296190947405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296190928113.jpg
3045ed93c2534ec2a5cabea89b186bd9
6df66081e5764cea846062a514fd90d5
3045ed93c2534ec2a5cabea89b186bd9_6df66081e5764cea846062a514fd90d5_1
0-0
What is the moving status of object <c1,CAM_FRONT,874.5,480.9>? Please select the correct answer from the following options: A. Turn left. B. Reverse parking. C. Going ahead. D. Drive backward.
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296190912404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296190904799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296190920482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296190937558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296190947405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296190928113.jpg
3045ed93c2534ec2a5cabea89b186bd9
6df66081e5764cea846062a514fd90d5
3045ed93c2534ec2a5cabea89b186bd9_6df66081e5764cea846062a514fd90d5_2
0-1
Would <c1,CAM_FRONT,874.5,480.9> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296190912404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296190904799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296190920482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296190937558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296190947405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296190928113.jpg
3045ed93c2534ec2a5cabea89b186bd9
6df66081e5764cea846062a514fd90d5
3045ed93c2534ec2a5cabea89b186bd9_6df66081e5764cea846062a514fd90d5_3
0-1
Would <c2,CAM_FRONT,935.0,478.3> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296190912404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296190904799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296190920482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296190937558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296190947405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296190928113.jpg
3045ed93c2534ec2a5cabea89b186bd9
6df66081e5764cea846062a514fd90d5
3045ed93c2534ec2a5cabea89b186bd9_6df66081e5764cea846062a514fd90d5_4
0-1
Would <c3,CAM_BACK,854.2,497.5> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296190912404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296190904799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296190920482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296190937558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296190947405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296190928113.jpg
3045ed93c2534ec2a5cabea89b186bd9
6df66081e5764cea846062a514fd90d5
3045ed93c2534ec2a5cabea89b186bd9_6df66081e5764cea846062a514fd90d5_5
0-1
Would <c4,CAM_FRONT,548.3,530.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296190912404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296190904799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296190920482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296190937558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296190947405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296190928113.jpg
3045ed93c2534ec2a5cabea89b186bd9
6df66081e5764cea846062a514fd90d5
3045ed93c2534ec2a5cabea89b186bd9_6df66081e5764cea846062a514fd90d5_6
0-1
Will <c1,CAM_FRONT,874.5,480.9> be in the moving direction of <c3,CAM_BACK,854.2,497.5>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296190912404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296190904799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296190920482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296190937558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296190947405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296190928113.jpg
3045ed93c2534ec2a5cabea89b186bd9
6df66081e5764cea846062a514fd90d5
3045ed93c2534ec2a5cabea89b186bd9_6df66081e5764cea846062a514fd90d5_7
0-1
Will <c1,CAM_FRONT,874.5,480.9> change its motion state based on <c3,CAM_BACK,854.2,497.5>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296190912404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296190904799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296190920482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296190937558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296190947405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296190928113.jpg
3045ed93c2534ec2a5cabea89b186bd9
6df66081e5764cea846062a514fd90d5
3045ed93c2534ec2a5cabea89b186bd9_6df66081e5764cea846062a514fd90d5_8
0-1
Will <c2,CAM_FRONT,935.0,478.3> be in the moving direction of <c1,CAM_FRONT,874.5,480.9>?
samples/CAM_FRONT/n008-2018-09-18-14-35-12-0400__CAM_FRONT__1537296190912404.jpg, samples/CAM_FRONT_LEFT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_LEFT__1537296190904799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_FRONT_RIGHT__1537296190920482.jpg, samples/CAM_BACK/n008-2018-09-18-14-35-12-0400__CAM_BACK__1537296190937558.jpg, samples/CAM_BACK_LEFT/n008-2018-09-18-14-35-12-0400__CAM_BACK_LEFT__1537296190947405.jpg, samples/CAM_BACK_RIGHT/n008-2018-09-18-14-35-12-0400__CAM_BACK_RIGHT__1537296190928113.jpg