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c6c092a66329470f836714f46b92d59b_4c4556946f884a32a94f5507a45e9eef_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-03-52+0800__CAM_FRONT__1532401561512460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_LEFT__1532401561504844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_RIGHT__1532401561520339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a black car to the back of the ego vehicle, a white car to the front of the ego vehicle, a whi...
c6c092a66329470f836714f46b92d59b_4c4556946f884a32a94f5507a45e9eef_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-03-52+0800__CAM_FRONT__1532401561512460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_LEFT__1532401561504844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_RIGHT__1532401561520339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c2,CAM_FRONT,808.3,470.0>?" }, { "from": "gpt", "value": "Going ahead." } ]
c6c092a66329470f836714f46b92d59b_4c4556946f884a32a94f5507a45e9eef_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-03-52+0800__CAM_FRONT__1532401561512460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_LEFT__1532401561504844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_RIGHT__1532401561520339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,925.8,506.7> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
c6c092a66329470f836714f46b92d59b_4c4556946f884a32a94f5507a45e9eef_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-03-52+0800__CAM_FRONT__1532401561512460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_LEFT__1532401561504844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_RIGHT__1532401561520339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,925.8,506.7>? 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...
c6c092a66329470f836714f46b92d59b_4c4556946f884a32a94f5507a45e9eef_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-03-52+0800__CAM_FRONT__1532401561512460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_LEFT__1532401561504844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_RIGHT__1532401561520339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,925.8,506.7>?" }, { "from": "gpt", "value": "No action taken by the ego vehicle will lead to a collision with <c1,CAM_BACK,925.8,506.7>." } ]
c6c092a66329470f836714f46b92d59b_4c4556946f884a32a94f5507a45e9eef_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-03-52+0800__CAM_FRONT__1532401561512460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_LEFT__1532401561504844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_RIGHT__1532401561520339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, decelerate gradually without braking." } ]
c6c092a66329470f836714f46b92d59b_4c4556946f884a32a94f5507a45e9eef_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-03-52+0800__CAM_FRONT__1532401561512460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_LEFT__1532401561504844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-03-52+0800__CAM_FRONT_RIGHT__1532401561520339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving very fast." } ]
ba76f4185aa34ed3bff467ac640da902_2fd8f9bd71664143bc0e643a914791be_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114333012460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114333004844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114333020339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a red traffic cone to the front of the ego vehicle, a white van to the front right of the ego ...
ba76f4185aa34ed3bff467ac640da902_2fd8f9bd71664143bc0e643a914791be_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114333012460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114333004844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114333020339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c4,CAM_FRONT,549.2,595.0>?" }, { "from": "gpt", "value": "Going ahead." } ]
ba76f4185aa34ed3bff467ac640da902_2fd8f9bd71664143bc0e643a914791be_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114333012460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114333004844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114333020339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,305.0,690.8> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "Yes." } ]
ba76f4185aa34ed3bff467ac640da902_2fd8f9bd71664143bc0e643a914791be_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114333012460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114333004844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114333020339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c2,CAM_FRONT_RIGHT,1107.5,495.8>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to turn right. The reason is to follow the traffic rules, and the probability is high." ...
ba76f4185aa34ed3bff467ac640da902_2fd8f9bd71664143bc0e643a914791be_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114333012460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114333004844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114333020339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT_RIGHT,1107.5,495.8>?" }, { "from": "gpt", "value": "Sharp right turn." } ]
ba76f4185aa34ed3bff467ac640da902_2fd8f9bd71664143bc0e643a914791be_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114333012460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114333004844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114333020339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Turn right, decelerate gradually without braking, and slightly offset to the right." } ]
ba76f4185aa34ed3bff467ac640da902_2fd8f9bd71664143bc0e643a914791be_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114333012460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114333004844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114333020339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is slightly steering to the right. The ego vehicle is driving slowly." } ]
ba76f4185aa34ed3bff467ac640da902_d0c8108acf3a43ada1a6dd6c221abd18_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114339862460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114339854844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114339870339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is an orange roadblock to the front of the ego vehicle, a yellow bicycle to the front of the ego ...
ba76f4185aa34ed3bff467ac640da902_d0c8108acf3a43ada1a6dd6c221abd18_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114339862460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114339854844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114339870339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c3,CAM_FRONT,1310.0,553.3>?" }, { "from": "gpt", "value": "Going ahead." } ]
ba76f4185aa34ed3bff467ac640da902_d0c8108acf3a43ada1a6dd6c221abd18_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114339862460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114339854844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114339870339.jpg", "nuscenes...
3
prediction
[ { "from": "human", "value": "What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second w...
ba76f4185aa34ed3bff467ac640da902_d0c8108acf3a43ada1a6dd6c221abd18_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114339862460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114339854844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114339870339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,1331.7,718.1> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "Yes." } ]
ba76f4185aa34ed3bff467ac640da902_d0c8108acf3a43ada1a6dd6c221abd18_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114339862460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114339854844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114339870339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c2,CAM_FRONT,233.3,512.5>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed. The reason is that the object has little reference value for th...
ba76f4185aa34ed3bff467ac640da902_d0c8108acf3a43ada1a6dd6c221abd18_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114339862460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114339854844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114339870339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT,233.3,512.5>?" }, { "from": "gpt", "value": "No such action will lead to a collision." } ]
ba76f4185aa34ed3bff467ac640da902_d0c8108acf3a43ada1a6dd6c221abd18_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114339862460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114339854844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114339870339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, accelerate and go ahead, change to the left lane, slightly offset to the left, brake gently to a stop, decelerate gradually without braki...
ba76f4185aa34ed3bff467ac640da902_d0c8108acf3a43ada1a6dd6c221abd18_7
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114339862460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114339854844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114339870339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving fast." } ]
ba76f4185aa34ed3bff467ac640da902_b48b532c3e1943578c4cf9e1a8230541_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114327612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114327604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114327620339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a person riding a motorcycle to the back of the ego vehicle, a black sedan to the front of the...
ba76f4185aa34ed3bff467ac640da902_b48b532c3e1943578c4cf9e1a8230541_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114327612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114327604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114327620339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_BACK,926.7,510.8>?" }, { "from": "gpt", "value": "Going ahead." } ]
ba76f4185aa34ed3bff467ac640da902_b48b532c3e1943578c4cf9e1a8230541_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114327612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114327604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114327620339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,926.7,510.8> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
ba76f4185aa34ed3bff467ac640da902_b48b532c3e1943578c4cf9e1a8230541_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114327612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114327604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114327620339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,926.7,510.8>? 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, with a high probabi...
ba76f4185aa34ed3bff467ac640da902_b48b532c3e1943578c4cf9e1a8230541_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114327612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114327604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114327620339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,926.7,510.8>?" }, { "from": "gpt", "value": "Brake suddenly." } ]
ba76f4185aa34ed3bff467ac640da902_b48b532c3e1943578c4cf9e1a8230541_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114327612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114327604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114327620339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, brake gently to a stop, decelerate gradually without braking, slightly offset to the right, turn right, or turn left." } ]
ba76f4185aa34ed3bff467ac640da902_b48b532c3e1943578c4cf9e1a8230541_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-08-01-17-04-15+0800__CAM_FRONT__1533114327612460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_LEFT__1533114327604844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-08-01-17-04-15+0800__CAM_FRONT_RIGHT__1533114327620339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is slightly steering to the right. The ego vehicle is driving with normal speed." } ]
9056ac9944e846109b00e31cc96259cb_7fc1d2f92f1842b99b491aa0e75593ae_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385067662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385067654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385067670482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a traffic police to the front of the ego vehicle, a black sedan to the back of the ego vehicle...
9056ac9944e846109b00e31cc96259cb_7fc1d2f92f1842b99b491aa0e75593ae_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385067662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385067654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385067670482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_FRONT,1008.3,494.2>?" }, { "from": "gpt", "value": "Going ahead." } ]
9056ac9944e846109b00e31cc96259cb_7fc1d2f92f1842b99b491aa0e75593ae_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385067662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385067654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385067670482.jpg", "nuscenes...
3
prediction
[ { "from": "human", "value": "What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second w...
9056ac9944e846109b00e31cc96259cb_7fc1d2f92f1842b99b491aa0e75593ae_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385067662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385067654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385067670482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,1008.3,494.2> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
9056ac9944e846109b00e31cc96259cb_7fc1d2f92f1842b99b491aa0e75593ae_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385067662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385067654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385067670482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,1008.3,494.2>? 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 i...
9056ac9944e846109b00e31cc96259cb_7fc1d2f92f1842b99b491aa0e75593ae_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385067662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385067654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385067670482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,1008.3,494.2>?" }, { "from": "gpt", "value": "Accelerating and going straight can lead to a collision with <c1,CAM_FRONT,1008.3,494.2>." } ]
9056ac9944e846109b00e31cc96259cb_7fc1d2f92f1842b99b491aa0e75593ae_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385067662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385067654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385067670482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, slightly offset to the left." } ]
9056ac9944e846109b00e31cc96259cb_7fc1d2f92f1842b99b491aa0e75593ae_7
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385067662404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385067654799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385067670482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is not moving." } ]
9056ac9944e846109b00e31cc96259cb_124db1e887a9426baf94edb527e27e96_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385053112404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385053104799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385053120482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a black pickup truck to the front of the ego vehicle, a black sedan car to the back of the ego...
9056ac9944e846109b00e31cc96259cb_124db1e887a9426baf94edb527e27e96_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385053112404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385053104799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385053120482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c2,CAM_BACK,814.6,532.5>?" }, { "from": "gpt", "value": "Going ahead." } ]
9056ac9944e846109b00e31cc96259cb_124db1e887a9426baf94edb527e27e96_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385053112404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385053104799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385053120482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,957.5,493.3> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
9056ac9944e846109b00e31cc96259cb_124db1e887a9426baf94edb527e27e96_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385053112404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385053104799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385053120482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,957.5,493.3>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to keep going at the same speed. The reason is that there is no safety issue. The probability of...
9056ac9944e846109b00e31cc96259cb_124db1e887a9426baf94edb527e27e96_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385053112404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385053104799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385053120482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,957.5,493.3>?" }, { "from": "gpt", "value": "Accelerating and going straight." } ]
9056ac9944e846109b00e31cc96259cb_124db1e887a9426baf94edb527e27e96_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385053112404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385053104799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385053120482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed and turn right." } ]
9056ac9944e846109b00e31cc96259cb_124db1e887a9426baf94edb527e27e96_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-27-11-48-51-0400__CAM_FRONT__1535385053112404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_LEFT__1535385053104799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-27-11-48-51-0400__CAM_FRONT_RIGHT__1535385053120482.jpg", "nuscenes...
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." } ]
7061c4fa99a44d02af4a3e2689be4457_952c98c5dcc34c8dba621e3cdef355b3_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-38-26+0800__CAM_FRONT__1542800366362460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_LEFT__1542800366354844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_RIGHT__1542800366370352.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is an orange car to the front right of the ego vehicle, a white sedan to the front of the ego veh...
7061c4fa99a44d02af4a3e2689be4457_952c98c5dcc34c8dba621e3cdef355b3_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-38-26+0800__CAM_FRONT__1542800366362460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_LEFT__1542800366354844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_RIGHT__1542800366370352.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_FRONT_RIGHT,1219.5,685.2>?" }, { "from": "gpt", "value": "Going ahead." } ]
7061c4fa99a44d02af4a3e2689be4457_952c98c5dcc34c8dba621e3cdef355b3_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-38-26+0800__CAM_FRONT__1542800366362460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_LEFT__1542800366354844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_RIGHT__1542800366370352.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT_RIGHT,1219.5,685.2> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
7061c4fa99a44d02af4a3e2689be4457_952c98c5dcc34c8dba621e3cdef355b3_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-38-26+0800__CAM_FRONT__1542800366362460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_LEFT__1542800366354844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_RIGHT__1542800366370352.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT_RIGHT,1219.5,685.2>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to turn left. The reason is to avoid a collision, which has a high probability." } ]
7061c4fa99a44d02af4a3e2689be4457_952c98c5dcc34c8dba621e3cdef355b3_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-38-26+0800__CAM_FRONT__1542800366362460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_LEFT__1542800366354844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_RIGHT__1542800366370352.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_RIGHT,1219.5,685.2>?" }, { "from": "gpt", "value": "Change to the right lane can lead to a collision with <c1,CAM_FRONT_RIGHT,1219.5,685.2>." } ]
7061c4fa99a44d02af4a3e2689be4457_952c98c5dcc34c8dba621e3cdef355b3_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-38-26+0800__CAM_FRONT__1542800366362460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_LEFT__1542800366354844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_RIGHT__1542800366370352.jpg", "nuscenes...
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, slightly offset to the left." } ]
7061c4fa99a44d02af4a3e2689be4457_952c98c5dcc34c8dba621e3cdef355b3_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-11-21-19-38-26+0800__CAM_FRONT__1542800366362460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_LEFT__1542800366354844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-11-21-19-38-26+0800__CAM_FRONT_RIGHT__1542800366370352.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is steering to the left. The ego vehicle is driving fast." } ]
433a14f8dcf5457fb2c4def5c749122a_946aac5d664b4e7085fd966ab502fa6c_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402750162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402750154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402750170339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a white-shirted pedestrian to the front right of the ego vehicle, a black sedan to the front o...
433a14f8dcf5457fb2c4def5c749122a_946aac5d664b4e7085fd966ab502fa6c_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402750162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402750154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402750170339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_FRONT_RIGHT,244.2,565.0>?" }, { "from": "gpt", "value": "Going ahead." } ]
433a14f8dcf5457fb2c4def5c749122a_946aac5d664b4e7085fd966ab502fa6c_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402750162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402750154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402750170339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT_RIGHT,244.2,565.0> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
433a14f8dcf5457fb2c4def5c749122a_946aac5d664b4e7085fd966ab502fa6c_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402750162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402750154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402750170339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT_RIGHT,244.2,565.0>? 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, and the prob...
433a14f8dcf5457fb2c4def5c749122a_946aac5d664b4e7085fd966ab502fa6c_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402750162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402750154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402750170339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT_RIGHT,244.2,565.0>?" }, { "from": "gpt", "value": "Moderate right turn." } ]
433a14f8dcf5457fb2c4def5c749122a_946aac5d664b4e7085fd966ab502fa6c_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402750162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402750154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402750170339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, decelerate gradually without braking, and change to the right lane." } ]
433a14f8dcf5457fb2c4def5c749122a_946aac5d664b4e7085fd966ab502fa6c_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402750162460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402750154844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402750170339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is slightly steering to the left. The ego vehicle is driving very fast." } ]
433a14f8dcf5457fb2c4def5c749122a_763dafaff2924e2899184c0cc9f3cfdc_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402751662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402751654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402751670339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a white bicycle to the front of the ego vehicle, a green to the back right of the ego vehicle,...
433a14f8dcf5457fb2c4def5c749122a_763dafaff2924e2899184c0cc9f3cfdc_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402751662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402751654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402751670339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c3,CAM_FRONT,740.0,485.0>?" }, { "from": "gpt", "value": "Going ahead." } ]
433a14f8dcf5457fb2c4def5c749122a_763dafaff2924e2899184c0cc9f3cfdc_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402751662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402751654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402751670339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,110.8,580.8> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
433a14f8dcf5457fb2c4def5c749122a_763dafaff2924e2899184c0cc9f3cfdc_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402751662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402751654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402751670339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,110.8,580.8>? 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...
433a14f8dcf5457fb2c4def5c749122a_763dafaff2924e2899184c0cc9f3cfdc_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402751662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402751654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402751670339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,110.8,580.8>?" }, { "from": "gpt", "value": "Sharp left turn." } ]
433a14f8dcf5457fb2c4def5c749122a_763dafaff2924e2899184c0cc9f3cfdc_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402751662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402751654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402751670339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Decelerate gradually without braking, brake gently to a stop, and turn left." } ]
433a14f8dcf5457fb2c4def5c749122a_763dafaff2924e2899184c0cc9f3cfdc_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402751662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402751654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402751670339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is slightly steering to the left. The ego vehicle is driving very fast." } ]
433a14f8dcf5457fb2c4def5c749122a_be529d309a774444928de219a12d77c2_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402747662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402747654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402747670339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a black sedan to the front of the ego vehicle, a woman wearing a white shirt to the front of t...
433a14f8dcf5457fb2c4def5c749122a_be529d309a774444928de219a12d77c2_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402747662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402747654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402747670339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_FRONT,585.0,480.8>?" }, { "from": "gpt", "value": "Going ahead." } ]
433a14f8dcf5457fb2c4def5c749122a_be529d309a774444928de219a12d77c2_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402747662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402747654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402747670339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_FRONT,585.0,480.8> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
433a14f8dcf5457fb2c4def5c749122a_be529d309a774444928de219a12d77c2_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402747662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402747654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402747670339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_FRONT,585.0,480.8>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to decelerate gradually without braking because it helps maintain a safe distance. The probabili...
433a14f8dcf5457fb2c4def5c749122a_be529d309a774444928de219a12d77c2_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402747662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402747654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402747670339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_FRONT,585.0,480.8>?" }, { "from": "gpt", "value": "Brake suddenly." } ]
433a14f8dcf5457fb2c4def5c749122a_be529d309a774444928de219a12d77c2_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402747662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402747654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402747670339.jpg", "nuscenes...
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, or brake suddenly." } ]
433a14f8dcf5457fb2c4def5c749122a_be529d309a774444928de219a12d77c2_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-07-24-11-22-45+0800__CAM_FRONT__1532402747662460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_LEFT__1532402747654844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-07-24-11-22-45+0800__CAM_FRONT_RIGHT__1532402747670339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is slightly steering to the left. The ego vehicle is driving very fast." } ]
3359935281a34136992997acab7cdddd_4f4c25978b4b4ca1b114922db6b157d5_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731047862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731047854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731047870482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a white pickup truck to the back of the ego vehicle, a black sedan to the back of the ego vehi...
3359935281a34136992997acab7cdddd_4f4c25978b4b4ca1b114922db6b157d5_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731047862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731047854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731047870482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,238.8,576.7> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
3359935281a34136992997acab7cdddd_4f4c25978b4b4ca1b114922db6b157d5_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731047862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731047854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731047870482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,238.8,576.7>? 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 ...
3359935281a34136992997acab7cdddd_4f4c25978b4b4ca1b114922db6b157d5_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731047862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731047854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731047870482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,238.8,576.7>?" }, { "from": "gpt", "value": "No action taken by the ego vehicle will lead to a collision with <c1,CAM_BACK,238.8,576.7>." } ]
3359935281a34136992997acab7cdddd_4f4c25978b4b4ca1b114922db6b157d5_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731047862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731047854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731047870482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, accelerate, and continue straight ahead." } ]
3359935281a34136992997acab7cdddd_4f4c25978b4b4ca1b114922db6b157d5_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731047862404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731047854799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731047870482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving with normal speed." } ]
3359935281a34136992997acab7cdddd_f8c5aff1dfd34dc4a6ad8292bfa9cab1_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731055262404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731055254799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731055270482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a black sedan car to the back of the ego vehicle, a white sedan to the back right of the ego v...
3359935281a34136992997acab7cdddd_f8c5aff1dfd34dc4a6ad8292bfa9cab1_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731055262404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731055254799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731055270482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_BACK,1009.2,637.5>?" }, { "from": "gpt", "value": "Going ahead." } ]
3359935281a34136992997acab7cdddd_f8c5aff1dfd34dc4a6ad8292bfa9cab1_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731055262404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731055254799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731055270482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,1009.2,637.5> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
3359935281a34136992997acab7cdddd_f8c5aff1dfd34dc4a6ad8292bfa9cab1_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731055262404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731055254799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731055270482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,1009.2,637.5>? Why take this action and what's the probability?" }, { "from": "gpt", "value": "The action is to brake gently to a stop. The reason is to avoid a collision, which is high in probability." ...
3359935281a34136992997acab7cdddd_f8c5aff1dfd34dc4a6ad8292bfa9cab1_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731055262404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731055254799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731055270482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c1,CAM_BACK,1009.2,637.5>?" }, { "from": "gpt", "value": "Changing to the left lane." } ]
3359935281a34136992997acab7cdddd_f8c5aff1dfd34dc4a6ad8292bfa9cab1_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731055262404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731055254799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731055270482.jpg", "nuscenes...
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, brake suddenly." } ]
3359935281a34136992997acab7cdddd_f8c5aff1dfd34dc4a6ad8292bfa9cab1_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731055262404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731055254799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731055270482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving slowly." } ]
3359935281a34136992997acab7cdddd_31708fd46e3c4eee8d753bfaaaef7e16_0
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731049412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731049404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731049420482.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a white pickup truck to the back of the ego vehicle, a black sedan to the back of the ego vehi...
3359935281a34136992997acab7cdddd_31708fd46e3c4eee8d753bfaaaef7e16_1
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731049412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731049404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731049420482.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c2,CAM_BACK,790.0,598.3>?" }, { "from": "gpt", "value": "Going ahead." } ]
3359935281a34136992997acab7cdddd_31708fd46e3c4eee8d753bfaaaef7e16_2
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731049412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731049404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731049420482.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,443.3,515.8> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
3359935281a34136992997acab7cdddd_31708fd46e3c4eee8d753bfaaaef7e16_3
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731049412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731049404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731049420482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,443.3,515.8>? 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...
3359935281a34136992997acab7cdddd_31708fd46e3c4eee8d753bfaaaef7e16_4
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731049412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731049404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731049420482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c2,CAM_BACK,790.0,598.3>?" }, { "from": "gpt", "value": "Back up." } ]
3359935281a34136992997acab7cdddd_31708fd46e3c4eee8d753bfaaaef7e16_5
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731049412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731049404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731049420482.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Change to the right lane, and brake gently to a stop." } ]
3359935281a34136992997acab7cdddd_31708fd46e3c4eee8d753bfaaaef7e16_6
[ "nuscenes/samples/CAM_FRONT/n008-2018-08-31-11-56-46-0400__CAM_FRONT__1535731049412404.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_LEFT__1535731049404799.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n008-2018-08-31-11-56-46-0400__CAM_FRONT_RIGHT__1535731049420482.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is going straight. The ego vehicle is driving with normal speed." } ]
f77e66f97d204b5da547f6c007dc2abf_864acfb0a2fd406dbbfde50ad1874b43_0
[ "nuscenes/samples/CAM_FRONT/n015-2018-09-26-11-17-24+0800__CAM_FRONT__1537932206412460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_LEFT__1537932206404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_RIGHT__1537932206420339.jpg", "nuscenes...
2
perception
[ { "from": "human", "value": "What are the important objects in the current scene? Those objects will be considered for the future reasoning and driving decision." }, { "from": "gpt", "value": "There is a person wearing black clothes to the back of the ego vehicle, a blue sedan to the front of th...
f77e66f97d204b5da547f6c007dc2abf_864acfb0a2fd406dbbfde50ad1874b43_1
[ "nuscenes/samples/CAM_FRONT/n015-2018-09-26-11-17-24+0800__CAM_FRONT__1537932206412460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_LEFT__1537932206404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_RIGHT__1537932206420339.jpg", "nuscenes...
0
perception
[ { "from": "human", "value": "What is the moving status of object <c1,CAM_BACK,1560.8,540.8>?" }, { "from": "gpt", "value": "Going ahead." } ]
f77e66f97d204b5da547f6c007dc2abf_864acfb0a2fd406dbbfde50ad1874b43_2
[ "nuscenes/samples/CAM_FRONT/n015-2018-09-26-11-17-24+0800__CAM_FRONT__1537932206412460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_LEFT__1537932206404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_RIGHT__1537932206420339.jpg", "nuscenes...
3
prediction
[ { "from": "human", "value": "What object should the ego vehicle notice first when the ego vehicle is getting to the next possible location? What is the state of the object that is first noticed by the ego vehicle and what action should the ego vehicle take? What object should the ego vehicle notice second w...
f77e66f97d204b5da547f6c007dc2abf_864acfb0a2fd406dbbfde50ad1874b43_3
[ "nuscenes/samples/CAM_FRONT/n015-2018-09-26-11-17-24+0800__CAM_FRONT__1537932206412460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_LEFT__1537932206404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_RIGHT__1537932206420339.jpg", "nuscenes...
0
prediction
[ { "from": "human", "value": "Is <c1,CAM_BACK,1560.8,540.8> a traffic sign or a road barrier?" }, { "from": "gpt", "value": "No." } ]
f77e66f97d204b5da547f6c007dc2abf_864acfb0a2fd406dbbfde50ad1874b43_4
[ "nuscenes/samples/CAM_FRONT/n015-2018-09-26-11-17-24+0800__CAM_FRONT__1537932206412460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_LEFT__1537932206404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_RIGHT__1537932206420339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions could the ego vehicle take based on <c1,CAM_BACK,1560.8,540.8>? 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 th...
f77e66f97d204b5da547f6c007dc2abf_864acfb0a2fd406dbbfde50ad1874b43_5
[ "nuscenes/samples/CAM_FRONT/n015-2018-09-26-11-17-24+0800__CAM_FRONT__1537932206412460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_LEFT__1537932206404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_RIGHT__1537932206420339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "What actions taken by the ego vehicle can lead to a collision with <c2,CAM_FRONT,915.8,494.2>?" }, { "from": "gpt", "value": "Accelerating and going straight." } ]
f77e66f97d204b5da547f6c007dc2abf_864acfb0a2fd406dbbfde50ad1874b43_6
[ "nuscenes/samples/CAM_FRONT/n015-2018-09-26-11-17-24+0800__CAM_FRONT__1537932206412460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_LEFT__1537932206404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_RIGHT__1537932206420339.jpg", "nuscenes...
1
planning
[ { "from": "human", "value": "In this scenario, what are safe actions to take for the ego vehicle?" }, { "from": "gpt", "value": "Keep going at the same speed, decelerate gradually without braking." } ]
f77e66f97d204b5da547f6c007dc2abf_864acfb0a2fd406dbbfde50ad1874b43_7
[ "nuscenes/samples/CAM_FRONT/n015-2018-09-26-11-17-24+0800__CAM_FRONT__1537932206412460.jpg", "nuscenes/samples/CAM_FRONT_LEFT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_LEFT__1537932206404844.jpg", "nuscenes/samples/CAM_FRONT_RIGHT/n015-2018-09-26-11-17-24+0800__CAM_FRONT_RIGHT__1537932206420339.jpg", "nuscenes...
0
behavior
[ { "from": "human", "value": "Predict the behavior of the ego vehicle." }, { "from": "gpt", "value": "The ego vehicle is slightly steering to the right. The ego vehicle is driving fast." } ]