id
stringlengths
67
67
image
listlengths
6
6
tag
int64
0
3
task
stringclasses
4 values
conversations
listlengths
2
2
1623e7fab5174f2a84cf1b539233e3a6_cd9ae4ce75334ff7a85806467b9a166f_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-30-15-16-55-0400__CAM_FRONT__1535656627662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_LEFT__1535656627654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_RIGHT__1535656627670988.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a yellow and white truck to the front of the ego vehicle, a black SUV to the front of the ego ...
1623e7fab5174f2a84cf1b539233e3a6_cd9ae4ce75334ff7a85806467b9a166f_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-30-15-16-55-0400__CAM_FRONT__1535656627662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_LEFT__1535656627654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_RIGHT__1535656627670988.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_FRONT,616.3,410.8>?" }, { "from": "gpt", "value": "Going ahead." } ]
1623e7fab5174f2a84cf1b539233e3a6_cd9ae4ce75334ff7a85806467b9a166f_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-30-15-16-55-0400__CAM_FRONT__1535656627662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_LEFT__1535656627654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_RIGHT__1535656627670988.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,616.3,410.8> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
1623e7fab5174f2a84cf1b539233e3a6_cd9ae4ce75334ff7a85806467b9a166f_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-30-15-16-55-0400__CAM_FRONT__1535656627662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_LEFT__1535656627654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_RIGHT__1535656627670988.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,616.3,410.8>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to remain stationary because there is no safety issue. The probability of taking this action is ...
1623e7fab5174f2a84cf1b539233e3a6_cd9ae4ce75334ff7a85806467b9a166f_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-30-15-16-55-0400__CAM_FRONT__1535656627662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_LEFT__1535656627654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_RIGHT__1535656627670988.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,616.3,410.8>?" }, { "from": "gpt", "value": "Accelerating and going straight can lead to a collision with <c1,CAM_FRONT,616.3,410.8>." } ]
1623e7fab5174f2a84cf1b539233e3a6_cd9ae4ce75334ff7a85806467b9a166f_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-30-15-16-55-0400__CAM_FRONT__1535656627662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_LEFT__1535656627654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_RIGHT__1535656627670988.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Slightly offset to the left, slightly offset to the right, and brake gently to a stop." } ]
1623e7fab5174f2a84cf1b539233e3a6_cd9ae4ce75334ff7a85806467b9a166f_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-30-15-16-55-0400__CAM_FRONT__1535656627662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_LEFT__1535656627654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-30-15-16-55-0400__CAM_FRONT_RIGHT__1535656627670988.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is not moving." } ]
cc8c0bf57f984915a77078b10eb33198_e0845f5322254dafadbbed75aaa07969_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402929162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402929154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402929170339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a black business car to the front of the ego vehicle, a yellow truck to the front left of the ...
cc8c0bf57f984915a77078b10eb33198_e0845f5322254dafadbbed75aaa07969_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402929162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402929154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402929170339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_FRONT,1193.3,507.5>?" }, { "from": "gpt", "value": "Going ahead." } ]
cc8c0bf57f984915a77078b10eb33198_e0845f5322254dafadbbed75aaa07969_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402929162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402929154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402929170339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,1193.3,507.5> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
cc8c0bf57f984915a77078b10eb33198_e0845f5322254dafadbbed75aaa07969_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402929162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402929154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402929170339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,1193.3,507.5>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed. The reason is that there is no safety issue. The probability i...
cc8c0bf57f984915a77078b10eb33198_e0845f5322254dafadbbed75aaa07969_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402929162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402929154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402929170339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT_LEFT,792.4,441.9>?" }, { "from": "gpt", "value": "Slight left turn." } ]
cc8c0bf57f984915a77078b10eb33198_e0845f5322254dafadbbed75aaa07969_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402929162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402929154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402929170339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Slightly offset to the right, decelerate gradually without braking." } ]
cc8c0bf57f984915a77078b10eb33198_e0845f5322254dafadbbed75aaa07969_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402929162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402929154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402929170339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving fast." } ]
cc8c0bf57f984915a77078b10eb33198_88449a5cb1644a199c1c11f6ac034867_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402935662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402935654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402935670339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a red truck to the back of the ego vehicle, a man wearing blue clothes to the front left of th...
cc8c0bf57f984915a77078b10eb33198_88449a5cb1644a199c1c11f6ac034867_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402935662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402935654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402935670339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c3,CAM_FRONT_LEFT,369.2,457.5>?" }, { "from": "gpt", "value": "Going ahead." } ]
cc8c0bf57f984915a77078b10eb33198_88449a5cb1644a199c1c11f6ac034867_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402935662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402935654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402935670339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,1227.5,470.8> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
cc8c0bf57f984915a77078b10eb33198_88449a5cb1644a199c1c11f6ac034867_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402935662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402935654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402935670339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,1227.5,470.8>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to turn left. The reason is that the object has little reference value for the ego vehicle, with...
cc8c0bf57f984915a77078b10eb33198_88449a5cb1644a199c1c11f6ac034867_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402935662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402935654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402935670339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,1227.5,470.8>?" }, { "from": "gpt", "value": "Back up." } ]
cc8c0bf57f984915a77078b10eb33198_88449a5cb1644a199c1c11f6ac034867_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402935662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402935654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402935670339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, decelerate gradually without braking." } ]
cc8c0bf57f984915a77078b10eb33198_88449a5cb1644a199c1c11f6ac034867_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402935662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402935654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402935670339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is steering to the left. The ego vehicle is driving slowly." } ]
aa45d94630be481787f20121ce89a605_c4d74ebd68924876bf0331fdc501bed4_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582775162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582775154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582775170482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a gray SUV to the back of the ego vehicle, a black pickup truck to the front right of the ego ...
aa45d94630be481787f20121ce89a605_c4d74ebd68924876bf0331fdc501bed4_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582775162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582775154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582775170482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,489.2,557.5> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
aa45d94630be481787f20121ce89a605_c4d74ebd68924876bf0331fdc501bed4_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582775162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582775154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582775170482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,489.2,557.5>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed. The reason is that there is no safety issue. The probability of ...
aa45d94630be481787f20121ce89a605_c4d74ebd68924876bf0331fdc501bed4_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582775162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582775154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582775170482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT_RIGHT,113.3,587.5>?" }, { "from": "gpt", "value": "Slight left turn." } ]
aa45d94630be481787f20121ce89a605_c4d74ebd68924876bf0331fdc501bed4_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582775162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582775154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582775170482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, decelerate gradually without braking, or brake gently to a stop." } ]
aa45d94630be481787f20121ce89a605_c4d74ebd68924876bf0331fdc501bed4_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582775162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582775154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582775170482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving very fast." } ]
aa45d94630be481787f20121ce89a605_605df31bb70543bb8e77b4867a2a3be4_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582784162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582784154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582784170482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a white sedan to the front of the ego vehicle, a gray SUV to the front of the ego vehicle, a b...
aa45d94630be481787f20121ce89a605_605df31bb70543bb8e77b4867a2a3be4_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582784162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582784154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582784170482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c2,CAM_FRONT,765.5,495.8>?" }, { "from": "gpt", "value": "Going ahead." } ]
aa45d94630be481787f20121ce89a605_605df31bb70543bb8e77b4867a2a3be4_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582784162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582784154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582784170482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,908.3,485.0> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
aa45d94630be481787f20121ce89a605_605df31bb70543bb8e77b4867a2a3be4_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582784162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582784154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582784170482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,908.3,485.0>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed. The reason is to maintain a safe distance, which is high." } ...
aa45d94630be481787f20121ce89a605_605df31bb70543bb8e77b4867a2a3be4_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582784162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582784154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582784170482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,908.3,485.0>?" }, { "from": "gpt", "value": "Slight right turn." } ]
aa45d94630be481787f20121ce89a605_605df31bb70543bb8e77b4867a2a3be4_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582784162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582784154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582784170482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Decelerate gradually without braking and brake gently to a stop." } ]
aa45d94630be481787f20121ce89a605_605df31bb70543bb8e77b4867a2a3be4_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-06-15-06-32-0400__CAM_FRONT__1533582784162404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_LEFT__1533582784154799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-06-15-06-32-0400__CAM_FRONT_RIGHT__1533582784170482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving very fast." } ]
c075fbdd97124beaba95bc5c25149f30_17e2c5b3278046ed8b0dfb81871c851a_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884533412464.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884533404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884533420339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a white truck to the front of the ego vehicle, a white small car to the front of the ego vehic...
c075fbdd97124beaba95bc5c25149f30_17e2c5b3278046ed8b0dfb81871c851a_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884533412464.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884533404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884533420339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c2,CAM_FRONT,780.0,505.8>?" }, { "from": "gpt", "value": "Going ahead." } ]
c075fbdd97124beaba95bc5c25149f30_17e2c5b3278046ed8b0dfb81871c851a_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884533412464.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884533404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884533420339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,1040.0,501.7> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
c075fbdd97124beaba95bc5c25149f30_17e2c5b3278046ed8b0dfb81871c851a_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884533412464.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884533404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884533420339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,1040.0,501.7>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed, the reason is that the object has little reference value for t...
c075fbdd97124beaba95bc5c25149f30_17e2c5b3278046ed8b0dfb81871c851a_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884533412464.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884533404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884533420339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,1040.0,501.7>?" }, { "from": "gpt", "value": "Sharp right turn." } ]
c075fbdd97124beaba95bc5c25149f30_17e2c5b3278046ed8b0dfb81871c851a_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884533412464.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884533404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884533420339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Decelerate gradually without braking." } ]
c075fbdd97124beaba95bc5c25149f30_17e2c5b3278046ed8b0dfb81871c851a_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884533412464.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884533404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884533420339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving with normal speed." } ]
c075fbdd97124beaba95bc5c25149f30_c50fb8dc4c044423ae0798d854102d71_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884527412467.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884527404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884527420339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a white truck to the front of the ego vehicle, a white truck to the front of the ego vehicle, ...
c075fbdd97124beaba95bc5c25149f30_c50fb8dc4c044423ae0798d854102d71_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884527412467.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884527404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884527420339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c3,CAM_FRONT,537.6,506.7>?" }, { "from": "gpt", "value": "Going ahead." } ]
c075fbdd97124beaba95bc5c25149f30_c50fb8dc4c044423ae0798d854102d71_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884527412467.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884527404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884527420339.jpg", "nuscenes...
3
prediction
[ { "from": "human", "value": "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 w...
c075fbdd97124beaba95bc5c25149f30_c50fb8dc4c044423ae0798d854102d71_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884527412467.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884527404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884527420339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,304.6,440.7> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
c075fbdd97124beaba95bc5c25149f30_c50fb8dc4c044423ae0798d854102d71_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884527412467.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884527404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884527420339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,304.6,440.7>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to change to the right lane. The reason is to avoid a collision, which is high in probability." ...
c075fbdd97124beaba95bc5c25149f30_c50fb8dc4c044423ae0798d854102d71_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884527412467.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884527404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884527420339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,304.6,440.7>?" }, { "from": "gpt", "value": "Accelerating and going straight." } ]
c075fbdd97124beaba95bc5c25149f30_c50fb8dc4c044423ae0798d854102d71_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884527412467.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884527404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884527420339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Change to the right lane, turn right, and decelerate gradually without braking are safe actions to take for the ego vehicle in this scenario." } ]
c075fbdd97124beaba95bc5c25149f30_c50fb8dc4c044423ae0798d854102d71_7
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-18-11-18-34+0800__CAM_FRONT__1531884527412467.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_LEFT__1531884527404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-18-11-18-34+0800__CAM_FRONT_RIGHT__1531884527420339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving slowly." } ]
8d8728879b89405eba3f8ce1af138cb2_f5f2c621f7154f1ebf8c642ed32cd82c_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-11-29+0800__CAM_FRONT__1542798715612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_LEFT__1542798715604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_RIGHT__1542798715620339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a yellow small car to the front of the ego vehicle, a silver white small sedan to the front of...
8d8728879b89405eba3f8ce1af138cb2_f5f2c621f7154f1ebf8c642ed32cd82c_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-11-29+0800__CAM_FRONT__1542798715612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_LEFT__1542798715604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_RIGHT__1542798715620339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_FRONT,1414.2,512.5>?" }, { "from": "gpt", "value": "Turn left." } ]
8d8728879b89405eba3f8ce1af138cb2_f5f2c621f7154f1ebf8c642ed32cd82c_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-11-29+0800__CAM_FRONT__1542798715612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_LEFT__1542798715604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_RIGHT__1542798715620339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,1414.2,512.5> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
8d8728879b89405eba3f8ce1af138cb2_f5f2c621f7154f1ebf8c642ed32cd82c_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-11-29+0800__CAM_FRONT__1542798715612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_LEFT__1542798715604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_RIGHT__1542798715620339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,1414.2,512.5>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to remain stationary, the reason being that there is no safety issue. The probability of this a...
8d8728879b89405eba3f8ce1af138cb2_f5f2c621f7154f1ebf8c642ed32cd82c_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-11-29+0800__CAM_FRONT__1542798715612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_LEFT__1542798715604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_RIGHT__1542798715620339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,1414.2,512.5>?" }, { "from": "gpt", "value": "No such action will lead to a collision." } ]
8d8728879b89405eba3f8ce1af138cb2_f5f2c621f7154f1ebf8c642ed32cd82c_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-11-29+0800__CAM_FRONT__1542798715612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_LEFT__1542798715604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_RIGHT__1542798715620339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Slightly offset to the left, slightly offset to the right are safe actions to take for the ego vehicle in this scenario." } ]
8d8728879b89405eba3f8ce1af138cb2_f5f2c621f7154f1ebf8c642ed32cd82c_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-11-29+0800__CAM_FRONT__1542798715612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_LEFT__1542798715604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-11-29+0800__CAM_FRONT_RIGHT__1542798715620339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is not moving." } ]
4284a8d9b40d42edb9725543db91381e_81bb51133a85471cbf2949c6b279b65a_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728831362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728831354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728831370482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a traffic police wearing black pants to the front right of the ego vehicle, a gray sedan to th...
4284a8d9b40d42edb9725543db91381e_81bb51133a85471cbf2949c6b279b65a_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728831362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728831354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728831370482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_FRONT_RIGHT,1335.0,600.8>?" }, { "from": "gpt", "value": "Going ahead." } ]
4284a8d9b40d42edb9725543db91381e_81bb51133a85471cbf2949c6b279b65a_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728831362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728831354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728831370482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT_RIGHT,1335.0,600.8> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
4284a8d9b40d42edb9725543db91381e_81bb51133a85471cbf2949c6b279b65a_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728831362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728831354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728831370482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT_RIGHT,1335.0,600.8>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to turn left, the reason is to avoid a collision with the vehicle detected by the front r...
4284a8d9b40d42edb9725543db91381e_81bb51133a85471cbf2949c6b279b65a_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728831362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728831354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728831370482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT_RIGHT,360.0,555.8>?" }, { "from": "gpt", "value": "Accelerating and going straight can lead to a collision with <c2,CAM_FRONT_RIGHT,360.0,555.8>." } ]
4284a8d9b40d42edb9725543db91381e_81bb51133a85471cbf2949c6b279b65a_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728831362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728831354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728831370482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, slightly offset to the left, turn left, and decelerate gradually without braking." } ]
4284a8d9b40d42edb9725543db91381e_81bb51133a85471cbf2949c6b279b65a_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728831362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728831354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728831370482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is steering to the left. The ego vehicle is driving with normal speed." } ]
4284a8d9b40d42edb9725543db91381e_4b8fecb08034451ba48ba8fd9d6664cb_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728842012404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728842004799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728842020482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a black and white sedan to the front right of the ego vehicle, a black and white sedan to the ...
4284a8d9b40d42edb9725543db91381e_4b8fecb08034451ba48ba8fd9d6664cb_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728842012404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728842004799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728842020482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c2,CAM_FRONT,759.2,480.0>?" }, { "from": "gpt", "value": "Going ahead." } ]
4284a8d9b40d42edb9725543db91381e_4b8fecb08034451ba48ba8fd9d6664cb_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728842012404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728842004799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728842020482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT_RIGHT,204.2,638.3> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
4284a8d9b40d42edb9725543db91381e_4b8fecb08034451ba48ba8fd9d6664cb_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728842012404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728842004799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728842020482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT_RIGHT,204.2,638.3>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed. The reason is that there is no safety issue. The probabil...
4284a8d9b40d42edb9725543db91381e_4b8fecb08034451ba48ba8fd9d6664cb_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728842012404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728842004799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728842020482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_RIGHT,204.2,638.3>?" }, { "from": "gpt", "value": "Moderate right turn." } ]
4284a8d9b40d42edb9725543db91381e_4b8fecb08034451ba48ba8fd9d6664cb_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728842012404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728842004799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728842020482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, decelerate gradually without braking." } ]
4284a8d9b40d42edb9725543db91381e_4b8fecb08034451ba48ba8fd9d6664cb_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-19-57-0400__CAM_FRONT__1535728842012404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_LEFT__1535728842004799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-19-57-0400__CAM_FRONT_RIGHT__1535728842020482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving fast." } ]
087c6e521e974c708d49cac1db095691_6711d2f7f4534f2d8d88c096aa633869_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299531862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299531854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299531870482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a black sedan car to the back of the ego vehicle, a unable to see clearly to the front of the ...
087c6e521e974c708d49cac1db095691_6711d2f7f4534f2d8d88c096aa633869_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299531862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299531854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299531870482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_BACK,840.0,503.3>?" }, { "from": "gpt", "value": "Going ahead." } ]
087c6e521e974c708d49cac1db095691_6711d2f7f4534f2d8d88c096aa633869_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299531862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299531854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299531870482.jpg", "nuscenes...
3
prediction
[ { "from": "human", "value": "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 w...
087c6e521e974c708d49cac1db095691_6711d2f7f4534f2d8d88c096aa633869_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299531862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299531854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299531870482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,840.0,503.3> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
087c6e521e974c708d49cac1db095691_6711d2f7f4534f2d8d88c096aa633869_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299531862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299531854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299531870482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,840.0,503.3>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed. The reason is that there is no safety issue. The probability is ...
087c6e521e974c708d49cac1db095691_6711d2f7f4534f2d8d88c096aa633869_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299531862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299531854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299531870482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,840.0,503.3>?" }, { "from": "gpt", "value": "Back up." } ]
087c6e521e974c708d49cac1db095691_6711d2f7f4534f2d8d88c096aa633869_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299531862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299531854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299531870482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, decelerate gradually without braking." } ]
087c6e521e974c708d49cac1db095691_6711d2f7f4534f2d8d88c096aa633869_7
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299531862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299531854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299531870482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving fast." } ]
087c6e521e974c708d49cac1db095691_486e9fac608f4511892395e9d34eb868_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299540412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299540404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299540420482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a red SUV to the front of the ego vehicle, a black sedan to the back of the ego vehicle, and a...
087c6e521e974c708d49cac1db095691_486e9fac608f4511892395e9d34eb868_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299540412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299540404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299540420482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c2,CAM_BACK,856.7,514.2>?" }, { "from": "gpt", "value": "Going ahead." } ]
087c6e521e974c708d49cac1db095691_486e9fac608f4511892395e9d34eb868_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299540412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299540404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299540420482.jpg", "nuscenes...
3
prediction
[ { "from": "human", "value": "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 w...
087c6e521e974c708d49cac1db095691_486e9fac608f4511892395e9d34eb868_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299540412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299540404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299540420482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,919.2,481.7> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
087c6e521e974c708d49cac1db095691_486e9fac608f4511892395e9d34eb868_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299540412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299540404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299540420482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,919.2,481.7>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed. The reason is that there is no safety issue. The probability is...
087c6e521e974c708d49cac1db095691_486e9fac608f4511892395e9d34eb868_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299540412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299540404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299540420482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,919.2,481.7>?" }, { "from": "gpt", "value": "Change to the right lane." } ]
087c6e521e974c708d49cac1db095691_486e9fac608f4511892395e9d34eb868_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299540412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299540404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299540420482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Slightly offset to the left, slightly offset to the right, and brake gently to a stop are safe actions to take for the ego vehicle in this scenario." } ]
087c6e521e974c708d49cac1db095691_486e9fac608f4511892395e9d34eb868_7
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299540412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299540404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299540420482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving fast." } ]
087c6e521e974c708d49cac1db095691_de13a023e4eb45ca9db3d6e91a1295b6_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299527362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299527354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299527370482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a traffic cone to the front of the ego vehicle, a black small sedan car to the back of the ego...
087c6e521e974c708d49cac1db095691_de13a023e4eb45ca9db3d6e91a1295b6_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299527362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299527354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299527370482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c2,CAM_BACK,830.8,487.5>?" }, { "from": "gpt", "value": "Going ahead." } ]
087c6e521e974c708d49cac1db095691_de13a023e4eb45ca9db3d6e91a1295b6_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299527362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299527354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299527370482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,92.5,668.3> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "Yes." } ]
087c6e521e974c708d49cac1db095691_de13a023e4eb45ca9db3d6e91a1295b6_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299527362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299527354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299527370482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c2,CAM_BACK,830.8,487.5>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed. The reason is that there is no safety issue. The probability of ...
087c6e521e974c708d49cac1db095691_de13a023e4eb45ca9db3d6e91a1295b6_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299527362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299527354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299527370482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c2,CAM_BACK,830.8,487.5>?" }, { "from": "gpt", "value": "Back up." } ]
087c6e521e974c708d49cac1db095691_de13a023e4eb45ca9db3d6e91a1295b6_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299527362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299527354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299527370482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, change to the right lane, accelerate, and proceed." } ]
087c6e521e974c708d49cac1db095691_de13a023e4eb45ca9db3d6e91a1295b6_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-09-18-15-26-58-0400__CAM_FRONT__1537299527362404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_LEFT__1537299527354799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-09-18-15-26-58-0400__CAM_FRONT_RIGHT__1537299527370482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving fast." } ]
6bb64043c9db4f51b7a69e7260ed4f6e_cb8f72fe75f3486884c279b09415d82a_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-15-10-21+0800__CAM_FRONT__1533107908912460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_LEFT__1533107908904844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_RIGHT__1533107908920339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a white sedan to the back of the ego vehicle, a white sedan car to the front of the ego vehicl...
6bb64043c9db4f51b7a69e7260ed4f6e_cb8f72fe75f3486884c279b09415d82a_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-15-10-21+0800__CAM_FRONT__1533107908912460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_LEFT__1533107908904844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_RIGHT__1533107908920339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_BACK,800.0,539.2>?" }, { "from": "gpt", "value": "Going ahead." } ]
6bb64043c9db4f51b7a69e7260ed4f6e_cb8f72fe75f3486884c279b09415d82a_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-15-10-21+0800__CAM_FRONT__1533107908912460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_LEFT__1533107908904844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_RIGHT__1533107908920339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,800.0,539.2> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
6bb64043c9db4f51b7a69e7260ed4f6e_cb8f72fe75f3486884c279b09415d82a_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-15-10-21+0800__CAM_FRONT__1533107908912460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_LEFT__1533107908904844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_RIGHT__1533107908920339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,800.0,539.2>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed; the reason is that there is no safety issue. The probability is ...
6bb64043c9db4f51b7a69e7260ed4f6e_cb8f72fe75f3486884c279b09415d82a_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-15-10-21+0800__CAM_FRONT__1533107908912460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_LEFT__1533107908904844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_RIGHT__1533107908920339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,800.0,539.2>?" }, { "from": "gpt", "value": "Brake suddenly." } ]
6bb64043c9db4f51b7a69e7260ed4f6e_cb8f72fe75f3486884c279b09415d82a_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-15-10-21+0800__CAM_FRONT__1533107908912460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_LEFT__1533107908904844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_RIGHT__1533107908920339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, accelerate and go ahead, brake gently to a stop, or decelerate gradually without braking." } ]
6bb64043c9db4f51b7a69e7260ed4f6e_cb8f72fe75f3486884c279b09415d82a_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-15-10-21+0800__CAM_FRONT__1533107908912460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_LEFT__1533107908904844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-15-10-21+0800__CAM_FRONT_RIGHT__1533107908920339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is slightly steering to the left. The ego vehicle is driving fast." } ]