scene-token
string
frame-token
string
id
string
tag
string
question
string
answer
string
image_paths
string
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_1
0-0
What is the moving status of object <c3,CAM_BACK_LEFT,578.3,558.3>? Please select the correct answer from the following options: A. Reverse parking. B. Going ahead. C. Turn right. D. Drive backward.
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_2
3
What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second when the ego vehicle is getting to the next possible location? What is the state of the object perceived by the ego vehicle as second and what action should the ego vehicle take? What object should the ego vehicle notice third? What is the state of the object perceived by the ego vehicle as third and what action should the ego vehicle take?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_3
0-1
Would <c1,CAM_FRONT,883.3,510.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_4
0-1
Would <c2,CAM_FRONT,694.2,522.5> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_5
0-1
Would <c3,CAM_BACK_LEFT,578.3,558.3> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_6
0-1
Will <c2,CAM_FRONT,694.2,522.5> be in the moving direction of <c3,CAM_BACK_LEFT,578.3,558.3>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_7
0-1
Will <c2,CAM_FRONT,694.2,522.5> change its motion state based on <c3,CAM_BACK_LEFT,578.3,558.3>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_8
0-1
Will <c2,CAM_FRONT,694.2,522.5> be in the moving direction of <c1,CAM_FRONT,883.3,510.0>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_9
0-1
Will <c2,CAM_FRONT,694.2,522.5> change its motion state based on <c1,CAM_FRONT,883.3,510.0>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_10
1
What actions could the ego vehicle take based on <c1,CAM_FRONT,883.3,510.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_11
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,883.3,510.0>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_12
1
What actions could the ego vehicle take based on <c2,CAM_FRONT,694.2,522.5>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_13
1
What actions could the ego vehicle take based on <c3,CAM_BACK_LEFT,578.3,558.3>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_14
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_15
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_16
1
What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT,694.2,522.5>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
d21bdffbca9f4edaa4bf4f54fffa6f4b
1aa633b683174280b243e0a9a7ad9171_d21bdffbca9f4edaa4bf4f54fffa6f4b_17
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 left. The ego vehicle is driving very fast. B. The ego vehicle is slightly steering to the right. The ego vehicle is driving fast. C. The ego vehicle is going straight. The ego vehicle is not moving. D. The ego vehicle is slightly steering to the right. The ego vehicle is driving with normal speed.
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281695612460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281695604844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281695620339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281695637525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281695647423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281695627893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_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/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_1
0-0
What is the moving status of object <c2,CAM_FRONT,1510.0,506.7>? Please select the correct answer from the following options: A. Turn left. B. Back up. C. Stopped. D. Going ahead.
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_2
0-1
Would <c1,CAM_BACK_LEFT,355.0,630.8> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_3
0-1
Would <c2,CAM_FRONT,1510.0,506.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_4
0-1
Would <c3,CAM_FRONT_LEFT,624.5,654.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_5
0-1
Will <c1,CAM_BACK_LEFT,355.0,630.8> be in the moving direction of <c3,CAM_FRONT_LEFT,624.5,654.7>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_6
0-1
Will <c1,CAM_BACK_LEFT,355.0,630.8> change its motion state based on <c3,CAM_FRONT_LEFT,624.5,654.7>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_7
0-1
Will <c1,CAM_BACK_LEFT,355.0,630.8> be in the moving direction of <c2,CAM_FRONT,1510.0,506.7>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_8
0-1
Will <c1,CAM_BACK_LEFT,355.0,630.8> change its motion state based on <c2,CAM_FRONT,1510.0,506.7>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_9
1
What actions could the ego vehicle take based on <c1,CAM_BACK_LEFT,355.0,630.8>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_10
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK_LEFT,355.0,630.8>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_11
1
What actions could the ego vehicle take based on <c2,CAM_FRONT,1510.0,506.7>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_12
1
What actions could the ego vehicle take based on <c3,CAM_FRONT_LEFT,624.5,654.7>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_13
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_14
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
e42c40288fba48e993507ce35215a7d5
1aa633b683174280b243e0a9a7ad9171_e42c40288fba48e993507ce35215a7d5_15
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 slowly. B. The ego vehicle is steering to the left. The ego vehicle is driving very fast. C. The ego vehicle is steering to the left. The ego vehicle is driving fast. D. The ego vehicle is going straight. The ego vehicle is driving fast.
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281685912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281685904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281685920339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281685937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281685947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281685927893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_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/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_1
0-0
What is the moving status of object <c1,CAM_BACK,706.7,505.8>? Please select the correct answer from the following options: A. Reverse parking. B. Back up. C. Drive backward. D. Going ahead.
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_2
3
What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second when the ego vehicle is getting to the next possible location? What is the state of the object perceived by the ego vehicle as second and what action should the ego vehicle take? What object should the ego vehicle notice third? What is the state of the object perceived by the ego vehicle as third and what action should the ego vehicle take?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_3
0-1
Would <c1,CAM_BACK,706.7,505.8> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_4
0-1
Would <c2,CAM_FRONT,1080.8,497.5> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_5
0-1
Would <c3,CAM_FRONT,737.5,500.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_6
0-1
Will <c1,CAM_BACK,706.7,505.8> be in the moving direction of <c3,CAM_FRONT,737.5,500.0>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_7
0-1
Will <c1,CAM_BACK,706.7,505.8> change its motion state based on <c3,CAM_FRONT,737.5,500.0>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_8
0-1
Will <c2,CAM_FRONT,1080.8,497.5> be in the moving direction of <c1,CAM_BACK,706.7,505.8>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_9
0-1
Will <c2,CAM_FRONT,1080.8,497.5> change its motion state based on <c1,CAM_BACK,706.7,505.8>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_10
1
What actions could the ego vehicle take based on <c1,CAM_BACK,706.7,505.8>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_11
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,706.7,505.8>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_12
1
What actions could the ego vehicle take based on <c2,CAM_FRONT,1080.8,497.5>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_13
1
What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT,1080.8,497.5>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_14
1
What actions could the ego vehicle take based on <c3,CAM_FRONT,737.5,500.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_15
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_16
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
0791e7e86b98473795eeffe238d6c13b
1aa633b683174280b243e0a9a7ad9171_0791e7e86b98473795eeffe238d6c13b_17
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 slowly. B. The ego vehicle is steering to the left. The ego vehicle is driving fast. C. The ego vehicle is going straight. The ego vehicle is driving fast. D. The ego vehicle is slightly steering to the right. The ego vehicle is driving very fast.
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281691512460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281691504844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281691520339.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281691537525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281691547423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281691527893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_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/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_1
0-0
What is the moving status of object <c3,CAM_FRONT_RIGHT,679.2,579.2>? Please select the correct answer from the following options: A. Back up. B. Drive backward. C. Stopped. D. Going ahead.
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_2
3
What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second when the ego vehicle is getting to the next possible location? What is the state of the object perceived by the ego vehicle as second and what action should the ego vehicle take? What object should the ego vehicle notice third? What is the state of the object perceived by the ego vehicle as third and what action should the ego vehicle take?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_3
0-1
Would <c1,CAM_FRONT,595.8,550.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_4
0-1
Would <c2,CAM_FRONT,620.8,530.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_5
0-1
Would <c3,CAM_FRONT_RIGHT,679.2,579.2> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_6
0-1
Will <c2,CAM_FRONT,620.8,530.0> be in the moving direction of <c3,CAM_FRONT_RIGHT,679.2,579.2>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_7
0-1
Will <c2,CAM_FRONT,620.8,530.0> change its motion state based on <c3,CAM_FRONT_RIGHT,679.2,579.2>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_8
0-1
Will <c3,CAM_FRONT_RIGHT,679.2,579.2> be in the moving direction of <c2,CAM_FRONT,620.8,530.0>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_9
0-1
Will <c3,CAM_FRONT_RIGHT,679.2,579.2> change its motion state based on <c2,CAM_FRONT,620.8,530.0>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_10
1
What actions could the ego vehicle take based on <c1,CAM_FRONT,595.8,550.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_11
1
What actions could the ego vehicle take based on <c2,CAM_FRONT,620.8,530.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_12
1
What actions could the ego vehicle take based on <c3,CAM_FRONT_RIGHT,679.2,579.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_13
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_14
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_15
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,595.8,550.0>?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_16
1
What's your comment on this scene?
samples/CAM_FRONT/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
1aa633b683174280b243e0a9a7ad9171
a82c0acb18dd4c3a99731b7a06a63fb7
1aa633b683174280b243e0a9a7ad9171_a82c0acb18dd4c3a99731b7a06a63fb7_17
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 very fast. B. The ego vehicle is steering to the left. The ego vehicle is driving very fast. C. The ego vehicle is going straight. 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/n015-2018-07-11-11-54-16+0800__CAM_FRONT__1531281682912460.jpg, samples/CAM_FRONT_LEFT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_LEFT__1531281682904844.jpg, samples/CAM_FRONT_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_FRONT_RIGHT__1531281682920366.jpg, samples/CAM_BACK/n015-2018-07-11-11-54-16+0800__CAM_BACK__1531281682937525.jpg, samples/CAM_BACK_LEFT/n015-2018-07-11-11-54-16+0800__CAM_BACK_LEFT__1531281682947423.jpg, samples/CAM_BACK_RIGHT/n015-2018-07-11-11-54-16+0800__CAM_BACK_RIGHT__1531281682927893.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_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/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_1
0-0
What is the moving status of object <c1,CAM_FRONT,870.4,522.5>? Please select the correct answer from the following options: A. Going ahead. B. Reverse parking. C. Drive backward. D. Back up.
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_2
0-1
Would <c1,CAM_FRONT,870.4,522.5> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_3
0-1
Would <c2,CAM_BACK,1167.5,530.0> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_4
0-1
Would <c3,CAM_FRONT,121.7,551.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_5
0-1
Would <c4,CAM_FRONT,759.2,483.3> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_6
0-1
Will <c3,CAM_FRONT,121.7,551.7> be in the moving direction of <c2,CAM_BACK,1167.5,530.0>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_7
0-1
Will <c3,CAM_FRONT,121.7,551.7> change its motion state based on <c2,CAM_BACK,1167.5,530.0>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_8
0-1
Will <c4,CAM_FRONT,759.2,483.3> be in the moving direction of <c3,CAM_FRONT,121.7,551.7>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_9
0-1
Will <c4,CAM_FRONT,759.2,483.3> change its motion state based on <c3,CAM_FRONT,121.7,551.7>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_10
1
What actions could the ego vehicle take based on <c1,CAM_FRONT,870.4,522.5>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_11
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,870.4,522.5>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_12
1
What actions could the ego vehicle take based on <c2,CAM_BACK,1167.5,530.0>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_13
1
What actions could the ego vehicle take based on <c3,CAM_FRONT,121.7,551.7>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_14
1
What actions could the ego vehicle take based on <c4,CAM_FRONT,759.2,483.3>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_15
1
What actions taken by the ego vehicle can lead to a collision with <c4,CAM_FRONT,759.2,483.3>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_16
1
In this scenario, what are safe actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_17
1
In this scenario, what are dangerous actions to take for the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
89c9d0c82a794d39911b3bfb3491b1bc
2abb3f3517c64446a5768df5665da49d_89c9d0c82a794d39911b3bfb3491b1bc_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 right. The ego vehicle is driving slowly. B. The ego vehicle is going straight. The ego vehicle is driving fast. C. The ego vehicle is going straight. The ego vehicle is driving slowly. D. The ego vehicle is steering to the right. The ego vehicle is driving slowly.
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639711662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639711654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639711670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639711687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639711697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639711678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_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/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_1
0-0
What is the moving status of object <c1,CAM_FRONT,920.0,509.2>? Please select the correct answer from the following options: A. Going ahead. B. Drive backward. C. Turn left. D. Stopped.
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_2
0-1
Would <c1,CAM_FRONT,920.0,509.2> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_3
0-1
Would <c2,CAM_FRONT_LEFT,415.8,580.8> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_4
0-1
Would <c3,CAM_FRONT,810.0,486.7> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_5
0-1
Would <c4,CAM_FRONT,677.5,467.5> be in the moving direction of the ego vehicle?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_6
0-1
Will <c4,CAM_FRONT,677.5,467.5> be in the moving direction of <c1,CAM_FRONT,920.0,509.2>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_7
0-1
Will <c4,CAM_FRONT,677.5,467.5> change its motion state based on <c1,CAM_FRONT,920.0,509.2>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_8
0-1
Will <c3,CAM_FRONT,810.0,486.7> be in the moving direction of <c2,CAM_FRONT_LEFT,415.8,580.8>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_9
0-1
Will <c3,CAM_FRONT,810.0,486.7> change its motion state based on <c2,CAM_FRONT_LEFT,415.8,580.8>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_10
1
What actions could the ego vehicle take based on <c1,CAM_FRONT,920.0,509.2>? Why take this action and what's the probability?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg
2abb3f3517c64446a5768df5665da49d
3ee6b750a56946279f5ad605fd643204
2abb3f3517c64446a5768df5665da49d_3ee6b750a56946279f5ad605fd643204_11
1
What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,920.0,509.2>?
samples/CAM_FRONT/n008-2018-08-30-10-33-52-0400__CAM_FRONT__1535639713662404.jpg, samples/CAM_FRONT_LEFT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_LEFT__1535639713654799.jpg, samples/CAM_FRONT_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_FRONT_RIGHT__1535639713670482.jpg, samples/CAM_BACK/n008-2018-08-30-10-33-52-0400__CAM_BACK__1535639713687558.jpg, samples/CAM_BACK_LEFT/n008-2018-08-30-10-33-52-0400__CAM_BACK_LEFT__1535639713697405.jpg, samples/CAM_BACK_RIGHT/n008-2018-08-30-10-33-52-0400__CAM_BACK_RIGHT__1535639713678113.jpg