id
stringlengths 67
67
| image
listlengths 6
6
| tag
int64 0
3
| task
stringclasses 4
values | conversations
listlengths 2
2
|
|---|---|---|---|---|
448cf480b0b8400a86881d28c2c5f734_37ce810641124b06be766c880df322d1_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915426362465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915426354917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915426369956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915426387570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915426397295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915426377813.jpg"
] | 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 silver sedan to the back of the ego vehicle, a silver sedan to the front left of the ego vehicle, a road is relatively empty to the back right of the ego vehicle, and a white SUV to the front of the ego vehicle. The IDs of these objects are <c1,CAM_BACK,548.3,435.0>, <c2,CAM_FRONT_LEFT,850.8,497.5>, <c3,CAM_BACK_RIGHT,237.5,411.7>, and <c4,CAM_FRONT,994.2,425.8>."
}
] |
448cf480b0b8400a86881d28c2c5f734_37ce810641124b06be766c880df322d1_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915426362465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915426354917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915426369956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915426387570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915426397295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915426377813.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c1,CAM_BACK,548.3,435.0>?"
},
{
"from": "gpt",
"value": "Going ahead."
}
] |
448cf480b0b8400a86881d28c2c5f734_37ce810641124b06be766c880df322d1_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915426362465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915426354917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915426369956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915426387570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915426397295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915426377813.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_BACK,548.3,435.0> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
448cf480b0b8400a86881d28c2c5f734_37ce810641124b06be766c880df322d1_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915426362465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915426354917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915426369956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915426387570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915426397295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915426377813.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_BACK,548.3,435.0>? 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 that there is no safety issue. The probability is high."
}
] |
448cf480b0b8400a86881d28c2c5f734_37ce810641124b06be766c880df322d1_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915426362465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915426354917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915426369956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915426387570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915426397295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915426377813.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,548.3,435.0>?"
},
{
"from": "gpt",
"value": "Brake suddenly."
}
] |
448cf480b0b8400a86881d28c2c5f734_37ce810641124b06be766c880df322d1_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915426362465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915426354917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915426369956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915426387570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915426397295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915426377813.jpg"
] | 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."
}
] |
448cf480b0b8400a86881d28c2c5f734_37ce810641124b06be766c880df322d1_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915426362465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915426354917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915426369956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915426387570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915426397295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915426377813.jpg"
] | 0
|
behavior
|
[
{
"from": "human",
"value": "Predict the behavior of the ego vehicle."
},
{
"from": "gpt",
"value": "The ego vehicle is steering to the right. The ego vehicle is driving fast."
}
] |
448cf480b0b8400a86881d28c2c5f734_698a1db7f53e4b81a2d99658dbc4e790_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915415012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915415004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915415019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915415037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915415047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915415027813.jpg"
] | 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 black sedan to the back of the ego vehicle, and a black and white truck to the back left of the ego vehicle. The IDs of these objects are <c1,CAM_FRONT,929.4,440.8>, <c2,CAM_BACK,681.7,422.5>, and <c3,CAM_BACK_LEFT,629.2,401.7>."
}
] |
448cf480b0b8400a86881d28c2c5f734_698a1db7f53e4b81a2d99658dbc4e790_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915415012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915415004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915415019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915415037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915415047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915415027813.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c2,CAM_BACK,681.7,422.5>?"
},
{
"from": "gpt",
"value": "Going ahead."
}
] |
448cf480b0b8400a86881d28c2c5f734_698a1db7f53e4b81a2d99658dbc4e790_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915415012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915415004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915415019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915415037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915415047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915415027813.jpg"
] | 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 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?"
},
{
"from": "gpt",
"value": "Firstly, notice that <c1,CAM_FRONT,929.4,440.8>. The object is stationary, so the ego vehicle should continue going ahead at the same speed. Secondly, notice that <c3,CAM_BACK_LEFT,629.2,401.7>. The object is stationary, so the ego vehicle should continue going ahead at the same speed. Thirdly, notice that <c2,CAM_BACK,681.7,422.5>. The object is going ahead, so the ego vehicle should continue going ahead at the same speed."
}
] |
448cf480b0b8400a86881d28c2c5f734_698a1db7f53e4b81a2d99658dbc4e790_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915415012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915415004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915415019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915415037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915415047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915415027813.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_FRONT,929.4,440.8> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
448cf480b0b8400a86881d28c2c5f734_698a1db7f53e4b81a2d99658dbc4e790_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915415012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915415004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915415019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915415037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915415047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915415027813.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,929.4,440.8>? Why take this action and what's the probability?"
},
{
"from": "gpt",
"value": "The action is to accelerate and go ahead because there is no safety issue, with a high probability."
}
] |
448cf480b0b8400a86881d28c2c5f734_698a1db7f53e4b81a2d99658dbc4e790_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915415012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915415004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915415019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915415037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915415047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915415027813.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,929.4,440.8>?"
},
{
"from": "gpt",
"value": "None."
}
] |
448cf480b0b8400a86881d28c2c5f734_698a1db7f53e4b81a2d99658dbc4e790_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915415012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915415004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915415019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915415037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915415047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915415027813.jpg"
] | 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 proceed ahead."
}
] |
448cf480b0b8400a86881d28c2c5f734_698a1db7f53e4b81a2d99658dbc4e790_7
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915415012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915415004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915415019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915415037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915415047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915415027813.jpg"
] | 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."
}
] |
448cf480b0b8400a86881d28c2c5f734_4bd17f5cd7f74444bfbe6cf54f12ea9b_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915431262465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915431254917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915431269956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915431287570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915431297295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915431277813.jpg"
] | 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 car to the back of the ego vehicle, a white business to the back left of the ego vehicle, a red car to the front right of the ego vehicle, and a white zebra crossing to the front of the ego vehicle. The IDs of these objects are <c1,CAM_BACK,335.0,440.0>, <c2,CAM_BACK_LEFT,1060.8,508.3>, <c3,CAM_FRONT_RIGHT,464.2,445.8>, and <c4,CAM_FRONT,799.1,768.2>."
}
] |
448cf480b0b8400a86881d28c2c5f734_4bd17f5cd7f74444bfbe6cf54f12ea9b_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915431262465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915431254917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915431269956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915431287570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915431297295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915431277813.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c1,CAM_BACK,335.0,440.0>?"
},
{
"from": "gpt",
"value": "Going ahead."
}
] |
448cf480b0b8400a86881d28c2c5f734_4bd17f5cd7f74444bfbe6cf54f12ea9b_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915431262465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915431254917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915431269956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915431287570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915431297295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915431277813.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_BACK,335.0,440.0> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
448cf480b0b8400a86881d28c2c5f734_4bd17f5cd7f74444bfbe6cf54f12ea9b_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915431262465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915431254917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915431269956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915431287570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915431297295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915431277813.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_BACK,335.0,440.0>? 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."
}
] |
448cf480b0b8400a86881d28c2c5f734_4bd17f5cd7f74444bfbe6cf54f12ea9b_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915431262465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915431254917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915431269956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915431287570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915431297295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915431277813.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,335.0,440.0>?"
},
{
"from": "gpt",
"value": "Back up."
}
] |
448cf480b0b8400a86881d28c2c5f734_4bd17f5cd7f74444bfbe6cf54f12ea9b_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915431262465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915431254917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915431269956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915431287570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915431297295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915431277813.jpg"
] | 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, brake gently to a stop, and slightly offset to the left."
}
] |
448cf480b0b8400a86881d28c2c5f734_4bd17f5cd7f74444bfbe6cf54f12ea9b_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915431262465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915431254917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915431269956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915431287570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915431297295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915431277813.jpg"
] | 0
|
behavior
|
[
{
"from": "human",
"value": "Predict the behavior of the ego vehicle."
},
{
"from": "gpt",
"value": "The ego vehicle is slightly steering to the right. The ego vehicle is driving fast."
}
] |
448cf480b0b8400a86881d28c2c5f734_921bb903c38c4254b89223474145b43f_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915419012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915419004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915419019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915419037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915419047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915419027813.jpg"
] | 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 right of the ego vehicle, a black commercial vehicle to the back right of the ego vehicle, and a black car to the back of the ego vehicle. The IDs of these objects are <c1,CAM_FRONT,1184.3,391.2>, <c2,CAM_FRONT_RIGHT,888.3,295.8>, <c3,CAM_BACK_RIGHT,715.0,592.5>, and <c4,CAM_BACK,689.2,429.2>."
}
] |
448cf480b0b8400a86881d28c2c5f734_921bb903c38c4254b89223474145b43f_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915419012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915419004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915419019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915419037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915419047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915419027813.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c4,CAM_BACK,689.2,429.2>?"
},
{
"from": "gpt",
"value": "Going ahead."
}
] |
448cf480b0b8400a86881d28c2c5f734_921bb903c38c4254b89223474145b43f_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915419012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915419004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915419019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915419037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915419047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915419027813.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_FRONT,1184.3,391.2> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
448cf480b0b8400a86881d28c2c5f734_921bb903c38c4254b89223474145b43f_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915419012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915419004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915419019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915419037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915419047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915419027813.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,1184.3,391.2>? 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 of this action is high."
}
] |
448cf480b0b8400a86881d28c2c5f734_921bb903c38c4254b89223474145b43f_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915419012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915419004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915419019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915419037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915419047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915419027813.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,1184.3,391.2>?"
},
{
"from": "gpt",
"value": "Accelerate and go straight actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,1184.3,391.2>."
}
] |
448cf480b0b8400a86881d28c2c5f734_921bb903c38c4254b89223474145b43f_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915419012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915419004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915419019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915419037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915419047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915419027813.jpg"
] | 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."
}
] |
448cf480b0b8400a86881d28c2c5f734_921bb903c38c4254b89223474145b43f_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-05-21-11-06-59-0400__CAM_FRONT__1526915419012465.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_LEFT__1526915419004917.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_FRONT_RIGHT__1526915419019956.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-05-21-11-06-59-0400__CAM_BACK__1526915419037570.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-05-21-11-06-59-0400__CAM_BACK_LEFT__1526915419047295.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-05-21-11-06-59-0400__CAM_BACK_RIGHT__1526915419027813.jpg"
] | 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."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_c3c0f19ba0c24a55834461d47aabf2c2_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478842762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478842754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478842770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478842787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478842797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478842778113.jpg"
] | 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 person in white clothes to the front right of the ego vehicle, a black sedan to the back of the ego vehicle, and a black sedan to the front of the ego vehicle. The IDs of these objects are <c1,CAM_FRONT_RIGHT,1065.0,591.7>, <c2,CAM_BACK,857.5,525.8>, and <c3,CAM_FRONT,881.7,486.7>."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_c3c0f19ba0c24a55834461d47aabf2c2_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478842762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478842754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478842770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478842787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478842797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478842778113.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c2,CAM_BACK,857.5,525.8>?"
},
{
"from": "gpt",
"value": "Going ahead."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_c3c0f19ba0c24a55834461d47aabf2c2_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478842762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478842754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478842770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478842787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478842797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478842778113.jpg"
] | 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 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?"
},
{
"from": "gpt",
"value": "Firstly, notice <c3,CAM_FRONT,881.7,486.7>. It is going ahead, so the ego vehicle should continue going ahead at the same speed. Secondly, notice <c1,CAM_FRONT_RIGHT,1065.0,591.7>. It is stationary, so the ego vehicle should continue going ahead at the same speed. Thirdly, notice <c2,CAM_BACK,857.5,525.8>. It is going ahead, so the ego vehicle should keep going ahead at the same speed."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_c3c0f19ba0c24a55834461d47aabf2c2_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478842762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478842754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478842770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478842787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478842797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478842778113.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_FRONT_RIGHT,1065.0,591.7> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_c3c0f19ba0c24a55834461d47aabf2c2_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478842762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478842754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478842770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478842787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478842797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478842778113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_FRONT_RIGHT,1065.0,591.7>? 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 high."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_c3c0f19ba0c24a55834461d47aabf2c2_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478842762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478842754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478842770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478842787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478842797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478842778113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_RIGHT,1065.0,591.7>?"
},
{
"from": "gpt",
"value": "No such action will lead to a collision."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_c3c0f19ba0c24a55834461d47aabf2c2_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478842762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478842754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478842770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478842787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478842797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478842778113.jpg"
] | 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 right, decelerate gradually without braking, accelerate, and continue forward."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_c3c0f19ba0c24a55834461d47aabf2c2_7
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478842762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478842754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478842770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478842787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478842797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478842778113.jpg"
] | 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."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_a7756956de1b4536b3e5be7dcd91fa07_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478840262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478840254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478840270530.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478840287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478840297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478840278113.jpg"
] | 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 still pedestrian to the front of the ego vehicle, a blue sedan car to the back of the ego vehicle, and a road is relatively empty to the front of the ego vehicle. The IDs of these objects are <c1,CAM_FRONT,1221.7,514.2>, <c2,CAM_BACK,850.8,521.7>, and <c3,CAM_FRONT,806.9,481.8>."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_a7756956de1b4536b3e5be7dcd91fa07_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478840262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478840254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478840270530.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478840287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478840297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478840278113.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c2,CAM_BACK,850.8,521.7>?"
},
{
"from": "gpt",
"value": "Going ahead."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_a7756956de1b4536b3e5be7dcd91fa07_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478840262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478840254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478840270530.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478840287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478840297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478840278113.jpg"
] | 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 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?"
},
{
"from": "gpt",
"value": "Firstly, notice that <c1,CAM_FRONT,1221.7,514.2>. The object is stationary, so the ego vehicle should continue going ahead at the same speed. Secondly, notice that <c3,CAM_FRONT,806.9,481.8>. The object is going ahead, so the ego vehicle should continue going ahead at the same speed. Thirdly, notice that <c2,CAM_BACK,850.8,521.7>. The object is going ahead, so the ego vehicle should continue going ahead at the same speed."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_a7756956de1b4536b3e5be7dcd91fa07_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478840262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478840254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478840270530.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478840287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478840297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478840278113.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_FRONT,1221.7,514.2> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_a7756956de1b4536b3e5be7dcd91fa07_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478840262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478840254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478840270530.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478840287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478840297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478840278113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,1221.7,514.2>? 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 the object has little reference value for the ego vehicle, with a high probability."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_a7756956de1b4536b3e5be7dcd91fa07_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478840262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478840254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478840270530.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478840287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478840297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478840278113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,1221.7,514.2>?"
},
{
"from": "gpt",
"value": "No such action will lead to a collision."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_a7756956de1b4536b3e5be7dcd91fa07_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478840262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478840254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478840270530.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478840287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478840297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478840278113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "In this scenario, what are safe actions to take for the ego vehicle?"
},
{
"from": "gpt",
"value": "Accelerate and proceed, decelerate gradually without braking."
}
] |
ccf96ecd7161425ba7c5b5dbad79b600_a7756956de1b4536b3e5be7dcd91fa07_7
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-08-28-13-40-50-0400__CAM_FRONT__1535478840262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_LEFT__1535478840254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_FRONT_RIGHT__1535478840270530.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-08-28-13-40-50-0400__CAM_BACK__1535478840287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-08-28-13-40-50-0400__CAM_BACK_LEFT__1535478840297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-08-28-13-40-50-0400__CAM_BACK_RIGHT__1535478840278113.jpg"
] | 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."
}
] |
ed22649f50454a6ab71356780b2a2454_b413b1a441f64d1ca2240529f6bcd704_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622029762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622029754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622029770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622029787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622029797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622029778113.jpg"
] | 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 SUV to the back of the ego vehicle, a black truck to the front left of the ego vehicle, a red and white billboard to the front of the ego vehicle, and a white truck to the front left of the ego vehicle. The IDs of these objects are <c1,CAM_BACK,886.7,526.7>, <c2,CAM_FRONT_LEFT,119.2,387.5>, <c3,CAM_FRONT,601.6,482.2>, and <c4,CAM_FRONT_LEFT,600.0,411.7>."
}
] |
ed22649f50454a6ab71356780b2a2454_b413b1a441f64d1ca2240529f6bcd704_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622029762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622029754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622029770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622029787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622029797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622029778113.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c1,CAM_BACK,886.7,526.7>?"
},
{
"from": "gpt",
"value": "Going ahead."
}
] |
ed22649f50454a6ab71356780b2a2454_b413b1a441f64d1ca2240529f6bcd704_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622029762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622029754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622029770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622029787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622029797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622029778113.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_BACK,886.7,526.7> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
ed22649f50454a6ab71356780b2a2454_b413b1a441f64d1ca2240529f6bcd704_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622029762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622029754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622029770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622029787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622029797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622029778113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_BACK,886.7,526.7>? 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 the ego vehicle, high."
}
] |
ed22649f50454a6ab71356780b2a2454_b413b1a441f64d1ca2240529f6bcd704_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622029762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622029754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622029770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622029787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622029797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622029778113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,886.7,526.7>?"
},
{
"from": "gpt",
"value": "Brake suddenly."
}
] |
ed22649f50454a6ab71356780b2a2454_b413b1a441f64d1ca2240529f6bcd704_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622029762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622029754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622029770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622029787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622029797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622029778113.jpg"
] | 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, and turn left."
}
] |
ed22649f50454a6ab71356780b2a2454_b413b1a441f64d1ca2240529f6bcd704_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622029762404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622029754799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622029770482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622029787558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622029797405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622029778113.jpg"
] | 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."
}
] |
ed22649f50454a6ab71356780b2a2454_5b7e98aace144ad2843b24f262a70891_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622018612404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622018604799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622018620482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622018637558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622018647405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622018628113.jpg"
] | 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 car to the back of the ego vehicle, a blue sedan to the front left of the ego vehicle, and a road sign to the front left of the ego vehicle. The IDs of these objects are <c1,CAM_BACK,946.5,586.4>, <c2,CAM_FRONT_LEFT,515.8,587.5>, and <c3,CAM_FRONT_LEFT,1366.4,484.6>."
}
] |
ed22649f50454a6ab71356780b2a2454_5b7e98aace144ad2843b24f262a70891_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622018612404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622018604799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622018620482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622018637558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622018647405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622018628113.jpg"
] | 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 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?"
},
{
"from": "gpt",
"value": "Firstly, notice that <c2,CAM_FRONT_LEFT,515.8,587.5>. The object is stationary, so the ego vehicle should continue ahead at the same speed. Secondly, notice that <c3,CAM_FRONT_LEFT,1366.4,484.6>. The object is a traffic sign, so the ego vehicle should continue ahead at the same speed. Thirdly, notice that <c1,CAM_BACK,946.5,586.4>. The object is stationary, so the ego vehicle should continue ahead at the same speed."
}
] |
ed22649f50454a6ab71356780b2a2454_5b7e98aace144ad2843b24f262a70891_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622018612404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622018604799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622018620482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622018637558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622018647405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622018628113.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_BACK,946.5,586.4> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
ed22649f50454a6ab71356780b2a2454_5b7e98aace144ad2843b24f262a70891_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622018612404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622018604799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622018620482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622018637558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622018647405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622018628113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_BACK,946.5,586.4>? 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 high."
}
] |
ed22649f50454a6ab71356780b2a2454_5b7e98aace144ad2843b24f262a70891_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622018612404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622018604799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622018620482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622018637558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622018647405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622018628113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,946.5,586.4>?"
},
{
"from": "gpt",
"value": "Back up."
}
] |
ed22649f50454a6ab71356780b2a2454_5b7e98aace144ad2843b24f262a70891_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622018612404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622018604799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622018620482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622018637558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622018647405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622018628113.jpg"
] | 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."
}
] |
ed22649f50454a6ab71356780b2a2454_5b7e98aace144ad2843b24f262a70891_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622018612404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622018604799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622018620482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622018637558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622018647405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622018628113.jpg"
] | 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."
}
] |
ed22649f50454a6ab71356780b2a2454_1bb59128f07b4512a4aa6ef0a5ad3f7d_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622031262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622031254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622031270482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622031287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622031297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622031278113.jpg"
] | 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 sedan to the back of the ego vehicle, a road sign to the front of the ego vehicle, and a white sedan to the front of the ego vehicle. The IDs of these objects are <c1,CAM_BACK,860.0,523.3>, <c2,CAM_FRONT,503.4,470.8>, and <c3,CAM_FRONT,120.8,585.0>."
}
] |
ed22649f50454a6ab71356780b2a2454_1bb59128f07b4512a4aa6ef0a5ad3f7d_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622031262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622031254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622031270482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622031287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622031297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622031278113.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c1,CAM_BACK,860.0,523.3>?"
},
{
"from": "gpt",
"value": "Going ahead."
}
] |
ed22649f50454a6ab71356780b2a2454_1bb59128f07b4512a4aa6ef0a5ad3f7d_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622031262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622031254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622031270482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622031287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622031297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622031278113.jpg"
] | 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 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?"
},
{
"from": "gpt",
"value": "Firstly, notice that <c3,CAM_FRONT,120.8,585.0>. The object is stationary, so the ego vehicle should keep going ahead at the same speed. Secondly, notice that <c2,CAM_FRONT,503.4,470.8>. The object is a traffic sign, so the ego vehicle should slow down and go ahead. Thirdly, notice that <c1,CAM_BACK,860.0,523.3>. The object is going ahead, so the ego vehicle should keep going ahead at the same speed."
}
] |
ed22649f50454a6ab71356780b2a2454_1bb59128f07b4512a4aa6ef0a5ad3f7d_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622031262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622031254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622031270482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622031287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622031297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622031278113.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_BACK,860.0,523.3> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
ed22649f50454a6ab71356780b2a2454_1bb59128f07b4512a4aa6ef0a5ad3f7d_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622031262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622031254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622031270482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622031287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622031297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622031278113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_BACK,860.0,523.3>? 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 to maintain a safe distance, which is high."
}
] |
ed22649f50454a6ab71356780b2a2454_1bb59128f07b4512a4aa6ef0a5ad3f7d_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622031262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622031254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622031270482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622031287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622031297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622031278113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,860.0,523.3>?"
},
{
"from": "gpt",
"value": "Brake suddenly."
}
] |
ed22649f50454a6ab71356780b2a2454_1bb59128f07b4512a4aa6ef0a5ad3f7d_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622031262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622031254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622031270482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622031287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622031297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622031278113.jpg"
] | 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."
}
] |
ed22649f50454a6ab71356780b2a2454_1bb59128f07b4512a4aa6ef0a5ad3f7d_7
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622031262404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622031254799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622031270482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622031287558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622031297405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622031278113.jpg"
] | 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."
}
] |
cf10376382b74af1975be86f7190df20_19bde1d292f64b5eb7e6901bf1f24248_0
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279653012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279653004844.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279653020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279653037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279653047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279653027893.jpg"
] | 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 car to the back left of the ego vehicle, a silver SUV to the back of the ego vehicle, and a black sedan to the front of the ego vehicle. The IDs of these objects are <c1,CAM_BACK_LEFT,1041.7,598.3>, <c2,CAM_BACK,1498.3,584.2>, and <c3,CAM_FRONT,940.8,510.8>."
}
] |
cf10376382b74af1975be86f7190df20_19bde1d292f64b5eb7e6901bf1f24248_1
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279653012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279653004844.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279653020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279653037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279653047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279653027893.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c3,CAM_FRONT,940.8,510.8>?"
},
{
"from": "gpt",
"value": "Back up."
}
] |
cf10376382b74af1975be86f7190df20_19bde1d292f64b5eb7e6901bf1f24248_2
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279653012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279653004844.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279653020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279653037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279653047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279653027893.jpg"
] | 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 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?"
},
{
"from": "gpt",
"value": "Firstly, notice <c1,CAM_BACK_LEFT,1041.7,598.3>. The object is stationary, so the ego vehicle should continue ahead at the same speed. Secondly, notice <c2,CAM_BACK,1498.3,584.2>. The object is stationary, so the ego vehicle should continue ahead at the same speed. Thirdly, notice <c3,CAM_FRONT,940.8,510.8>. The object is backing up, so the ego vehicle should continue ahead at the same speed."
}
] |
cf10376382b74af1975be86f7190df20_19bde1d292f64b5eb7e6901bf1f24248_3
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279653012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279653004844.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279653020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279653037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279653047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279653027893.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_BACK_LEFT,1041.7,598.3> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
cf10376382b74af1975be86f7190df20_19bde1d292f64b5eb7e6901bf1f24248_4
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279653012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279653004844.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279653020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279653037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279653047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279653027893.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_BACK_LEFT,1041.7,598.3>? 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, and the probability is high."
}
] |
cf10376382b74af1975be86f7190df20_19bde1d292f64b5eb7e6901bf1f24248_5
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279653012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279653004844.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279653020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279653037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279653047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279653027893.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK_LEFT,1041.7,598.3>?"
},
{
"from": "gpt",
"value": "No such action will lead to a collision."
}
] |
cf10376382b74af1975be86f7190df20_19bde1d292f64b5eb7e6901bf1f24248_6
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279653012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279653004844.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279653020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279653037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279653047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279653027893.jpg"
] | 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, and slightly offset to the right."
}
] |
cf10376382b74af1975be86f7190df20_19bde1d292f64b5eb7e6901bf1f24248_7
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279653012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279653004844.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279653020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279653037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279653047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279653027893.jpg"
] | 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."
}
] |
cf10376382b74af1975be86f7190df20_108de7d185324283b8abe64df99a7c6e_0
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279649012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279649005045.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279649020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279649037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279649047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279649027893.jpg"
] | 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 man wearing a blue shirt to the back left of the ego vehicle, a silver sedan to the front of the ego vehicle, and a straight white arrow to the front of the ego vehicle. The IDs of these objects are <c1,CAM_BACK_LEFT,1355.0,659.2>, <c2,CAM_FRONT,114.2,545.8>, and <c3,CAM_FRONT,835.8,544.4>."
}
] |
cf10376382b74af1975be86f7190df20_108de7d185324283b8abe64df99a7c6e_1
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279649012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279649005045.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279649020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279649037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279649047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279649027893.jpg"
] | 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 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?"
},
{
"from": "gpt",
"value": "Firstly, notice that <c3,CAM_FRONT,835.8,544.4>; the object is a traffic sign and the ego vehicle should continue ahead at the same speed. Secondly, notice that <c2,CAM_FRONT,114.2,545.8>; the object is stationary and the ego vehicle should continue ahead at the same speed. Thirdly, notice that <c1,CAM_BACK_LEFT,1355.0,659.2>; the object is stationary and the ego vehicle should continue ahead at the same speed."
}
] |
cf10376382b74af1975be86f7190df20_108de7d185324283b8abe64df99a7c6e_2
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279649012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279649005045.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279649020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279649037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279649047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279649027893.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_BACK_LEFT,1355.0,659.2> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
cf10376382b74af1975be86f7190df20_108de7d185324283b8abe64df99a7c6e_3
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279649012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279649005045.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279649020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279649037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279649047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279649027893.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_BACK_LEFT,1355.0,659.2>? 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 the object has little reference value for the ego vehicle, with a high probability."
}
] |
cf10376382b74af1975be86f7190df20_108de7d185324283b8abe64df99a7c6e_4
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279649012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279649005045.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279649020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279649037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279649047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279649027893.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT,114.2,545.8>?"
},
{
"from": "gpt",
"value": "Moderate left turn."
}
] |
cf10376382b74af1975be86f7190df20_108de7d185324283b8abe64df99a7c6e_5
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279649012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279649005045.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279649020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279649037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279649047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279649027893.jpg"
] | 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."
}
] |
cf10376382b74af1975be86f7190df20_108de7d185324283b8abe64df99a7c6e_6
|
[
"nuscenes/samples/CAM_FRONT/n015-2018-08-03-15-00-36+0800__CAM_FRONT__1533279649012460.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_LEFT__1533279649005045.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_FRONT_RIGHT__1533279649020339.jpg",
"nuscenes/samples/CAM_BACK/n015-2018-08-03-15-00-36+0800__CAM_BACK__1533279649037525.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n015-2018-08-03-15-00-36+0800__CAM_BACK_LEFT__1533279649047423.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n015-2018-08-03-15-00-36+0800__CAM_BACK_RIGHT__1533279649027893.jpg"
] | 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."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d7658b99f92b4e2d93d331aad89603a2_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622245662404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622245654801.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622245670482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622245687558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622245697405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622245678113.jpg"
] | 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 car to the front of the ego vehicle, a white sedan car to the back right of the ego vehicle, a person squatting in yellow clothes to the front right of the ego vehicle, and a pedestrian crossing to the front of the ego vehicle. The IDs of these objects are <c1,CAM_FRONT,1145.8,508.3>, <c2,CAM_BACK_RIGHT,717.5,665.8>, <c3,CAM_FRONT_RIGHT,674.2,625.8>, and <c4,CAM_FRONT,790.2,795.6>."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d7658b99f92b4e2d93d331aad89603a2_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622245662404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622245654801.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622245670482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622245687558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622245697405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622245678113.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_FRONT,1145.8,508.3> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d7658b99f92b4e2d93d331aad89603a2_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622245662404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622245654801.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622245670482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622245687558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622245697405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622245678113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,1145.8,508.3>? 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 the object has little reference value for the ego vehicle, with a high probability."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d7658b99f92b4e2d93d331aad89603a2_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622245662404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622245654801.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622245670482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622245687558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622245697405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622245678113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,1145.8,508.3>?"
},
{
"from": "gpt",
"value": "Slight right turn."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d7658b99f92b4e2d93d331aad89603a2_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622245662404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622245654801.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622245670482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622245687558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622245697405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622245678113.jpg"
] | 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 turn right."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d7658b99f92b4e2d93d331aad89603a2_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622245662404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622245654801.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622245670482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622245687558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622245697405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622245678113.jpg"
] | 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."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d688ad72dfbb44d5a306761b54b5a3b9_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622242162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622242154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622242170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622242187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622242197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622242178113.jpg"
] | 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 right of the ego vehicle, a white sedan to the front of the ego vehicle, a silver sedan to the back right of the ego vehicle, a black car to the front right of the ego vehicle, a black car to the front right of the ego vehicle, and a yield to pedestrians to the front of the ego vehicle. The IDs of these objects are <c1,CAM_FRONT_RIGHT,672.5,599.2>, <c2,CAM_FRONT,1350.0,545.8>, <c3,CAM_BACK_RIGHT,854.4,648.3>, <c5,CAM_FRONT_RIGHT,1367.5,615.0>, <c4,CAM_FRONT_RIGHT,477.5,581.7>, and <c6,CAM_FRONT,1000.7,413.9>."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d688ad72dfbb44d5a306761b54b5a3b9_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622242162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622242154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622242170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622242187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622242197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622242178113.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c2,CAM_FRONT,1350.0,545.8>?"
},
{
"from": "gpt",
"value": "Turn right."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d688ad72dfbb44d5a306761b54b5a3b9_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622242162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622242154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622242170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622242187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622242197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622242178113.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_FRONT_RIGHT,672.5,599.2> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d688ad72dfbb44d5a306761b54b5a3b9_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622242162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622242154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622242170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622242187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622242197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622242178113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_FRONT_RIGHT,672.5,599.2>? 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 the object has little reference value for the ego vehicle, with a high probability."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d688ad72dfbb44d5a306761b54b5a3b9_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622242162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622242154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622242170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622242187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622242197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622242178113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_RIGHT,672.5,599.2>?"
},
{
"from": "gpt",
"value": "No such action will lead to a collision."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d688ad72dfbb44d5a306761b54b5a3b9_5
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622242162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622242154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622242170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622242187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622242197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622242178113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "In this scenario, what are safe actions to take for the ego vehicle?"
},
{
"from": "gpt",
"value": "Brake gently to a stop, decelerate gradually without braking."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_d688ad72dfbb44d5a306761b54b5a3b9_6
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622242162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622242154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622242170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622242187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622242197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622242178113.jpg"
] | 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."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_9f434ad459a84b2a970794b40ab393a0_0
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622233162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622233154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622233170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622233187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622233197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622233178113.jpg"
] | 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 black sedan car to the front right of the ego vehicle, a walking person to the front of the ego vehicle, and a white truck to the back of the ego vehicle. The IDs of these objects are <c1,CAM_FRONT,1321.7,375.8>, <c2,CAM_FRONT_RIGHT,1082.5,620.8>, <c3,CAM_FRONT,1351.7,588.3>, and <c4,CAM_BACK,827.5,478.3>."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_9f434ad459a84b2a970794b40ab393a0_1
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622233162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622233154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622233170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622233187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622233197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622233178113.jpg"
] | 0
|
perception
|
[
{
"from": "human",
"value": "What is the moving status of object <c3,CAM_FRONT,1351.7,588.3>?"
},
{
"from": "gpt",
"value": "Going ahead."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_9f434ad459a84b2a970794b40ab393a0_2
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622233162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622233154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622233170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622233187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622233197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622233178113.jpg"
] | 0
|
prediction
|
[
{
"from": "human",
"value": "Is <c1,CAM_FRONT,1321.7,375.8> a traffic sign or a road barrier?"
},
{
"from": "gpt",
"value": "No."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_9f434ad459a84b2a970794b40ab393a0_3
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622233162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622233154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622233170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622233187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622233197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622233178113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,1321.7,375.8>? Why take this action and what's the probability?"
},
{
"from": "gpt",
"value": "The action is to decelerate gradually without braking. The reason for taking this action is to avoid a collision. The probability is high."
}
] |
2bbff07f5b4248eab483ddcf91cfa848_9f434ad459a84b2a970794b40ab393a0_4
|
[
"nuscenes/samples/CAM_FRONT/n008-2018-07-26-12-13-50-0400__CAM_FRONT__1532622233162404.jpg",
"nuscenes/samples/CAM_FRONT_LEFT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_LEFT__1532622233154799.jpg",
"nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_FRONT_RIGHT__1532622233170482.jpg",
"nuscenes/samples/CAM_BACK/n008-2018-07-26-12-13-50-0400__CAM_BACK__1532622233187558.jpg",
"nuscenes/samples/CAM_BACK_LEFT/n008-2018-07-26-12-13-50-0400__CAM_BACK_LEFT__1532622233197405.jpg",
"nuscenes/samples/CAM_BACK_RIGHT/n008-2018-07-26-12-13-50-0400__CAM_BACK_RIGHT__1532622233178113.jpg"
] | 1
|
planning
|
[
{
"from": "human",
"value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,1321.7,375.8>?"
},
{
"from": "gpt",
"value": "Accelerating and going straight."
}
] |
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