id stringlengths 1 3 | image_paths listlengths 1 1 | question stringclasses 1 value | answer stringlengths 155 1.64k |
|---|---|---|---|
400 | [
"images/3858.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from cement mixers, especially when they signal a lane change or turn. Pay attention to their indicator lights to anticipate their potential stops or turning maneuvers. If you need to overtake, be mindful of the traffic in the other lanes. Abide by the traffic signals, proceed with caution when the light is green and prepare to stop when signals change. Use direction signs as navigation aids. Drive carefully due to the slippery road conditions and be prepared for longer braking distances. Always be ready to respond to the unexpected actions of other road users and maintain situational awareness. |
401 | [
"images/3877.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Your vehicle should maintain a moderate speed, taking extra care when driving at night due to reduced visibility. It should keep a safe distance from cars parked on the right side to avoid unexpected obstacles, and remain alert to any sudden changes in road signs or conditions. Moreover, the presence of trash cans suggests that your vehicle should stay cautious and be prepared for small animals that may suddenly appear on the road. |
402 | [
"images/3916.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should slow down to maintain a safe distance from the slower tricycle ahead, be prepared to stop or adjust speed, and be aware of pedestrians who may enter the crosswalk. Since the traffic light is green, the vehicle should continue to move forward but must remain highly vigilant and cautious to respond to these immediate road users. Considering the low-light conditions of the surrounding environment, ensure that the headlights are turned on to improve visibility. |
403 | [
"images/3918.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should slightly adjust its lateral position to move away from the closed lane while maintaining a safe distance from the area. Keep a safe distance from the truck ahead, and be prepared to change lanes when necessary according to the overhead signs and the planned route. The driving speed should be adjusted based on the traffic flow and any possible but unseen speed limits in the image. |
404 | [
"images/3919.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drive carefully, maintain a safe speed to smoothly navigate through bends, and be ready to adjust your lane position based on traffic cones. Be vigilant for workers or equipment that may suddenly appear on your left. Considering the wet road conditions, increase the following distance between vehicles, and prepare to brake early. As you approach the roundabout, be ready to yield according to warning signs. Since there are traffic cones on the right, it may indicate potential hazards or construction, so keep a safe distance. |
405 | [
"images/3931.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a moderate speed and a safe distance from the vehicle ahead, always ready to respond to sudden changes in traffic flow that may arise due to buses on the right or current invisible traffic pattern changes. Drivers should be vigilant for pedestrians who may emerge from areas with distractions such as brightly lit shops and snack carts. As the green traffic light is on, drivers should proceed cautiously through the intersection, while paying attention to other vehicles and road users that may affect driving conditions. |
406 | [
"images/3940.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Slow down and be prepared in case a dog enters your lane. Ensure there is a safe distance around your vehicle to respond to any sudden movements of the dog. As you approach, continuously observe the traffic lights, assess their status, and be ready to comply with the signal indications. |
407 | [
"images/3957.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to low visibility and vehicles parked along the roadside, this vehicle should proceed with caution. If the headlights are not yet turned on, they should be activated to improve visibility. The vehicle should maintain a low speed to be able to react quickly to any potential sudden obstacles or pedestrians that may appear on the road. Given the limited visibility, one should be prepared to stop at any moment in the event of danger, and pay attention to any upcoming traffic lights or signs that may become visible as the vehicle advances. This vehicle should also maintain a safe following distance from the car ahead, ready to stop or adjust speed at any time, and remain vigilant for any unexpected obstacles or pedestrians that may come into the range of the headlights. |
408 | [
"images/3964.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drivers should exercise caution and maintain a lower speed due to limited visibility and potential hazards or vulnerable road users that may not be visible in the images. |
409 | [
"images/3972.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Keep a safe distance from parked vehicles to avoid collisions, especially with the vehicles closest to the driving lane. When passing parked vehicles and garbage bins, stay in your current lane and ensure there is sufficient clearance. Maintain normal speed as road conditions are clear. Be vigilant for any sudden changes, such as pedestrians potentially appearing suddenly from between parked vehicles or the possible movement of garbage bins. |
410 | [
"images/3991.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a vigilant speed, especially taking into account the large vehicles in the opposite lane and the vehicles ahead. Pay attention to observe the road conditions and other users, and be prepared for unexpected situations, such as debris falling from construction vehicles. Turn on the headlights and taillights to enhance visibility in low-light conditions. Continue to monitor any changes in the traffic flow, and keep a safe following distance from the car in front. Due to the presence of large construction vehicles, maintain a safe following distance and stay alert, ready to respond to sudden changes in the flow of traffic. Avoid unnecessary lane changes and be prepared to adjust your speed if construction vehicles or the speed or direction of traffic ahead change. Keep monitoring any new road users entering, signs, or potential changes in road conditions. Pay close attention to any sudden movements of construction vehicles and be wary of potential distractions on either side of the road. Adjust your speed as needed based on traffic conditions and continue to observe the surrounding environment cautiously. |
411 | [
"images/3995.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should reduce speed and proceed with caution, being mindful of pedestrians that may cross between parked vehicles, and avoid areas with grey objects when necessary. All maneuvers should take into account other vehicles, maintain ample space, and consider road conditions that may be affected by melting snow. Exercise caution when approaching green garbage bins, and be alert for any unexpected movements or obstacles. |
412 | [
"images/3997.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a sufficient safety distance from large trucks ahead to ensure safe braking and flexible maneuvering. Reduce speed due to wet and slippery road conditions, and stay alert to any potential changes in the traffic ahead. Your vehicle should slow down for red traffic signals, and proceed with caution due to low visibility. It is recommended to use the vehicle's headlights and pay close attention to any unforeseen obstacles or changes in traffic signals. Furthermore, your vehicle should always be ready to respond to any sudden obstacles or road users that may be difficult to detect at night. |
413 | [
"images/3999.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe distance from road maintenance vehicles and be prepared to change lanes at any time in case a maintenance vehicle stops or there is an opportunity to overtake safely. Pay attention to the cars in the adjacent lane for any indications of lane changing, and adjust your speed or lane position accordingly. Even if the traffic light is green, remain vigilant for any sudden stops or changes that may occur due to maintenance vehicle activities. Continue to pay attention to traffic signs to obtain relevant information about upcoming exits or changes in road layout. |
414 | [
"images/4004.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance behind the SUV, and pay extra attention to cyclists on the right. Only attempt to overtake the cyclist when there is sufficient safe space and you can ensure an adequate gap. Be constantly vigilant for any potential obstacles that may not be visible in the frame and adhere to all road rules and markings. If the SUV suddenly slows down or stops, be prepared to adjust your speed or change lanes. Take extra care when overtaking cyclists, ensuring there is enough lateral clearance. Stay in the correct lane for your intended route as indicated by the road signs. Slow down when passing traffic cones, and be aware of any changes in the road layout or unexpected obstacles. |
415 | [
"images/4015.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | In light of the slippery road surface and potential glare from oncoming vehicle headlights, please reduce your speed. Increase the following distance from the car ahead to ensure you have a sufficient safe stopping distance. Stay alert to oncoming traffic, and be ready to respond to any sudden situations. Always be vigilant of the roadside, and avoid any debris that may fly into the lane. Continuously assess potential hazards in dimly lit conditions. Adjust your speed or lane position according to traffic signs. Maintain your lane and pay attention to roadside signs indicating bends in the road. |
416 | [
"images/4027.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from the vehicle ahead, and be prepared for any sudden stops or speed changes. Stay in the current lane, avoid areas marked by traffic cones, and be ready to respond to possible lane changes or road workers ahead. Keep observing the road, and be alert to any new road users or changes in traffic conditions. |
417 | [
"images/4030.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the vehicle parked on the right side and pedestrians approaching the driving lane, our vehicle should slow down and prepare to merge left when it is safe to do so. If merging is not possible or unsafe, the vehicle should reduce speed to a safe velocity, carefully navigate around the obstacles, and pay close attention to any unexpected movements of pedestrians. |
418 | [
"images/4031.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Proceed with reduced speed, paying close attention to the movements of any dogs. Be prepared to stop or take evasive action if an animal enters your lane. At the same time, be aware of pedestrians on the right, and be ready to respond appropriately if someone steps onto the road. |
419 | [
"images/4034.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe distance from the cement mixer truck ahead to ensure sufficient visibility and reaction time. Monitor the speed and trajectory of trucks in the right lane, anticipating whether it's necessary to adjust your lane position or speed. Regularly check mirrors and blind spots in case you need to change lanes or if other vehicles are approaching from behind. Continue to drive cautiously, obeying traffic laws and speed limits, always ready to respond to sudden movements from large vehicles ahead. If overtaking is necessary, prepare to change lanes, but only execute when it is safe and there is enough space on the left to merge. Maintain a steady speed and be mindful of concrete barriers on the right, prohibiting any movement to the right. |
420 | [
"images/4043.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Considering the slow-moving vehicles ahead and nearby pedestrians, this vehicle should decelerate and maintain a safe distance from the tricycle in front. If a pedestrian suddenly steps onto the road or the vehicle ahead suddenly stops, this vehicle should be prepared to stop or yield. Overtaking should be done cautiously, only when the opposing lane is clear and it is safe and legal to do so. Additionally, due to road conditions and potential debris, it is advisable for this vehicle to drive carefully and reduce speed while traversing this section of the road. |
421 | [
"images/4082.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from the white van ahead, be vigilant for any potential lane changes from the large red truck on the right, and be cautious of the impact that the slower-moving yellow excavator on the left may have on traffic flow. Additionally, due to the white temporary roadblocks, be alert for possible merging traffic. Adhere to lane markings and avoid attempting dangerous maneuvers around large vehicles. It is advised to continuously monitor the behavior of the white van, as it may change lanes or speed. If a lane change is necessary, it should be executed only when there is a clear gap in traffic and after signaling appropriately. |
422 | [
"images/4085.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe distance from the cement mixer and pay attention to its turning or stopping signals. Only prepare to overtake when there are indeed no oncoming vehicles in the opposite lane and it is safe and legal to do so; otherwise, continue to follow at a safe speed. Regularly check the rearview mirrors to stay informed about the changes ahead and behind. Be vigilant for sudden movements from the mixer, as construction vehicles might unexpectedly stop or turn. Your vehicle should slow down and be prepared to possibly stop or yield to industrial vehicles. Do not attempt to overtake the mixer without sufficient space and visibility of oncoming traffic. The driver should drive as far to the right as possible while monitoring the road ahead to watch for oncoming vehicles. Overtaking should only be done cautiously when it is safe and legal. |
423 | [
"images/4112.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Please maintain a safe driving speed and be prepared to merge into the left lane if necessary, as there are signs indicating lane closure ahead. Be aware of potential workers or additional temporary signs around green barriers. Continue to pay attention to changes in road conditions or sudden obstacles that may arise. Monitor parked vehicles to guard against the potential risks of vehicles suddenly moving or pedestrians emerging from between parked cars. |
424 | [
"images/4114.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the red traffic light, the vehicle should come to a complete stop and maintain a safe distance from the green truck in front. At the same time, monitor the red truck on the right to ensure it does not enter the vehicle's lane, and keep an eye on the small vehicle at the right edge of the image to prevent it from merging into the traffic flow. Pay attention to the small motor vehicles and tricycles on the right, ready to respond to any sudden movements. Drive carefully and be prepared to adapt to changes in this dynamic traffic environment. Watch the people on the tricycle to prevent them from entering the road, and check the rear-view mirror and blind spots to avoid other less noticeable road users. |
425 | [
"images/4123.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the construction area, this vehicle should significantly reduce speed and be prepared to change lanes when necessary, while also yielding to oncoming traffic and maintaining high alertness for unexpected obstacles or changes in road conditions. Continuously monitoring the road conditions and any new instructions from road signs or workers is also a prudent measure. |
426 | [
"images/4133.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Proceed with caution and maintain a safe distance from the construction vehicle ahead. Be prepared to slow down or stop if necessary. Pay attention to motorcyclists and be ready to respond to sudden changes in the surrounding lanes. Watch for any indication that the silver vehicle on the left intends to change lanes, and remain vigilant about the red vehicle on the right, giving it enough space. Do not attempt to overtake unless you are certain that the adjacent lane is clear and safe. Stay alert to your surroundings and notice any additional road users and changes in the traffic environment. If changing lanes safely is not feasible, be prepared to slow down and safely follow the truck until a better opportunity for changing lanes or overtaking arises. |
427 | [
"images/4145.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from trucks to ensure there is enough time to react to the truck's movements or situations that may be obscured by the truck or emerge suddenly ahead. Regularly check rearview mirrors and blind spots so that you are aware of other vehicles when you need to change lanes. Be prepared to adjust your speed accordingly if the truck slows down, stops, or turns. |
428 | [
"images/4147.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Our vehicle should maintain a safe distance from the mixer truck ahead, always be prepared to stop for a red light, and stay alert to the movements of vehicles in the adjacent lanes. Our vehicle should also avoid any sudden lane changes that might bring it too close to the central median or into the blind spot of vehicles in the next lane. Once the traffic light turns green, our vehicle should proceed with caution. |
429 | [
"images/4152.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Given the current situation, this vehicle should prepare to slow down, while checking the rearview and side mirrors to observe the traffic conditions in the adjacent lanes. If the traffic conditions ahead do not allow for safe lane changes, this vehicle should also be prepared to stop. In addition, this vehicle should monitor any changes in road traffic flow or unexpected movements of parked tank trucks and other vehicles. This vehicle should maintain a safe following distance from the tank truck, ensuring there is enough space to come to a complete stop if necessary. It is recommended to monitor vehicles parked or stopped ahead in case they make any unexpected movements. Due to potential traffic congestion or signals that are not visible in the current field of view, this vehicle should be prepared to slow down or stop. Any lane changes should be signaled with the turn signal to notify other road users of the intended action. |
430 | [
"images/4160.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the slippery road surface, please slow down and prepare to stop or bypass construction vehicles. Pay attention to any additional signs or road construction indications, and follow any temporary traffic guidance. Maintain a safe distance from the vehicles ahead, including construction vehicles, to prevent sudden stops. |
431 | [
"images/4180.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe distance from the cement mixer, pay attention to its turning or stopping signals, and be prepared to adjust speed or change lanes when necessary. Exercise extra caution when overtaking, considering limited visibility and the potential presence of road workers or irregular vehicle movements. |
432 | [
"images/4186.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the position and potential movement of large trucks, please slow down and maintain a safe following distance. If necessary, prepare to change lanes and check the traffic conditions in the left lane. Extra caution is needed due to wet road conditions which might affect traction and vehicle handling. When approaching trucks, slow down, keep a safe distance, and be ready to stop or maneuver if needed. Overtaking should be done with extreme caution, only when the opposite lane has clear visibility and ample space. Stay alert for any sudden movements between vehicles parked on the roadside. |
433 | [
"images/4201.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from the concrete mixer truck, and be prepared to adjust your speed if the mixer slows down or stops. Monitor the movements of the red sedan and the white sedan on the left. Carefully overtake bicycles and motorcyclists on the right while ensuring a safe lateral distance. Stay alert to pedestrian activities that may affect the road. Unless the concrete mixer's behavior indicates otherwise, there seems to be no immediate need to change lanes. However, the situation should be continually assessed based on the actions of the surrounding vehicles and cyclists. |
434 | [
"images/4207.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe distance from the construction vehicles ahead, be ready to stop or slow down at any time, and watch for pedestrians who may enter the crosswalk. Be vigilant about vehicles in adjacent lanes as they may change lanes, especially when construction vehicles stop or slow down. Pay attention to pedestrians on the sidewalk and reduce speed when approaching crosswalks. In general, it is advised to drive cautiously in this congested area, slow down, and stay alert. |
435 | [
"images/4218.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The lead vehicle should maintain a safe distance from motorcyclists, being ready to adjust speed or change lanes for safe overtaking when necessary. Due to the presence of large trucks on the left that may obstruct the driver's view and perform unpredictable actions, caution is advised. Moreover, the driver of the lead vehicle should also stay alert to any activities around the parked white vehicle on the right to prevent pedestrians or obstacles from entering the road. Given the proximity of large vehicles and a motorcyclist ahead, the lead vehicle should keep a safe following distance, slow down accordingly, and be prepared to stop or change lanes if necessary. The lead vehicle must also pay attention to the signal lights of the vehicles ahead, staying vigilant to any unexpected maneuvers by road users in this complex traffic situation. Maintain a safe following distance from the heavy trucks and motorcycles ahead to handle possible sudden movements or stops. Stay alert to any directional changes of large industrial vehicles on the left. Without clear visibility and sufficient space, the lead vehicle should not attempt any overtaking maneuvers. Additionally, monitor the area around parked bicycles, being mindful of any unexpected activities that may enter the lane. Given the close proximity and potential behaviors of these road participants, the driving behavior of the lead vehicle should prioritize caution and be prepared to adapt to changes in the traffic environment. |
436 | [
"images/4221.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Your vehicle should maintain a safe distance from the cement mixer truck, and stop at the intersection due to the red light. The driver should monitor the traffic lights, be ready to proceed when they turn green, and pay attention to the movements of the mixer truck, as its large size and heavy load may cause it to start slowly. At the same time, your vehicle should not attempt to overtake within the intersection, and must wait until the traffic signal turns green before proceeding. When planning the next move, consider the meaning of road signs. If you intend to go straight, make sure your vehicle is not in the bus lane. |
437 | [
"images/4224.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Your vehicle should maintain a safe distance from buses and tanker trucks so as to be able to brake and maneuver safely in case these vehicles make sudden stops or lane changes. Due to construction on the right side causing partial obstruction, you should be prepared to slow down or change lanes at any time. Additionally, drivers should be vigilant for any maintenance workers or other road users who may unexpectedly enter the roadway. To safely navigate through such mixed traffic conditions, it is advised to remain alert and be ready to adjust speed or change lanes at any moment. |
438 | [
"images/4234.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the large size and potentially slow movement of the cement mixer, please maintain a safe following distance. Keep a steady speed with the current traffic flow, and always be alert for motorcyclists who may be in blind spots or suddenly change lanes. Pay attention to the changes in traffic lights, and anticipate the actions of other road users at intersections. Due to the proximity of motorcyclists and obstacles on the right, stay in the same lane, unless you need to change lanes for navigation. In this case, use the signal lights cautiously and correctly. Make sure to check the position of cars to avoid them suddenly changing lanes into your lane. |
439 | [
"images/4244.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Your vehicle should maintain a moderate speed to deal with potential hazards from stationary vehicles, observe pedestrian behavior, and be prepared for possible obstacles or pedestrian traffic near vendor carts. Stay alert and ready to stop in case pedestrians cross unexpectedly. Watch for signs of movement or doors opening in parked vehicles. Exercise caution when passing vendor carts and be aware of any road debris that might affect your driving path. There is no need for significant lane changes, but it is advisable to monitor both sides when driving in the middle of a lane to prevent any unforeseen incidents. Keep a distance from vehicles parked on the right in case they suddenly move. |
440 | [
"images/4269.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from the concrete mixer truck and be prepared to stop, as the traffic light has already turned red. Pay attention to the position of the black sedan to ensure there is a sufficient safety gap. It is currently not advisable to attempt changing lanes, especially since the sign indicates that our vehicle is in the correct lane for going straight. Stay alert, wait for the traffic light to change, and proceed through the intersection safely and legally. |
441 | [
"images/4297.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Given the detected obstacles and current road users, our vehicle should maintain a safe distance from the white SUV ahead, as the road is slippery and the SUV's behavior may be unpredictable. We should also monitor whether the cement mixer is moving laterally into our lane. Due to the slippery road conditions and potential traffic pattern changes indicated by road signs ahead, it is advisable to reduce speed. Pedestrians on the roadside should be closely watched in case they decide to cross the street. Moreover, our vehicle should be prepared to stop at the red traffic light ahead and drive cautiously due to road construction and slippery conditions. Overtaking should be done with caution, as construction activities are underway, and other vehicles may also react to this. |
442 | [
"images/4300.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should slow down and prepare to change lanes to the left in order to safely navigate around the utility vehicle and traffic cones. Stay alert for workers who may be present but not visible in the image, and comply with any temporary traffic signs or signals set up due to the work zone. It is also essential to monitor the behavior of other road users to ensure safe and cooperative maneuvering in the altered traffic conditions. It is advisable to turn on the signal light in advance to notify other drivers of the intended lane change. |
443 | [
"images/4327.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should maintain a safe distance from the vehicle in front, especially cement mixer trucks. Considering the position of the truck, the vehicle should be prepared to slow down or stop. Since the right lane is blocked by the cement mixer truck, the vehicle should check if there is a safe gap in the left lane, and when necessary, signal appropriately to change lanes to avoid being blocked by the parked truck. In addition, the vehicle should also stay alert to the intended actions of surrounding motorcyclists and other cars, ensuring to yield appropriately to avoid collisions and ensure safe driving. Once the content of the traffic signs is clear, observing any instructions is also crucial. |
444 | [
"images/4333.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | This vehicle should stay in or merge into the left lane to safely pass the obstructing truck at a safe distance and speed. When changing lanes, use turn signals and be aware of other vehicles that may merge to avoid obstacles. |
445 | [
"images/4339.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should slow down and prepare to change lanes to the left or reduce speed to follow the construction vehicle, being careful not to get too close to motorcycles. Drivers should also pay attention to the white car on the left, obstacles indicating road construction, and the movement of pedestrians, always ready to respond to any sudden changes in traffic conditions. Due to construction activities, the presence of various road users, and the potential condition of wet surfaces, increased vigilance is required. All maneuvers should be performed cautiously, and intentions should be clearly communicated to all road users. |
446 | [
"images/4363.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should slow down and prepare to stop behind the truck or change lanes when it is safe to do so. When changing lanes, it is imperative to be aware of the white car in the left lane to avoid any sudden movements that could lead to a collision. A strict adherence to the 20 km/h speed limit is required. Moreover, when overtaking bicycles, the vehicle must be careful to not get too close and ensure their safety is not compromised. Finally, the driver should remain vigilant for any pedestrians on the crosswalk and yield when necessary. |
447 | [
"images/4371.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drive with caution and pay attention to the green light ahead allowing passage. However, this vehicle should slow down and be prepared to stop or safely maneuver around the red forklift that may be blocking the lane. At the same time, stay alert for potential lane closures or road construction caused by obstacles on the right, and be ready to change lanes if necessary. |
448 | [
"images/4387.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should reduce speed and proceed with caution, preparing to yield to road workers. After confirming there are no oncoming vehicles, it should gently merge into the opposite lane to bypass the parked SUV and the area marked by traffic cones, ensuring safe passage. Continuous attention is crucial, as unexpected changes may occur due to roadside work activities. |
449 | [
"images/4394.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance behind the truck, paying attention to the truck's indicator lights to detect any signs of turning or braking, and prepare to adjust your speed accordingly. Your vehicle should continue to move forward, as the green traffic light indicates the right of way, but drive cautiously and do not exceed the speed limit, ensuring there is enough time to respond to potential hazards that may be obscured by the truck. Additionally, pay attention to oncoming traffic, ensure safe navigation, and prepare to pass through intersections. Unless the truck's behavior indicates it is about to turn or stop, there seems to be no immediate need to change lanes; in this case, your vehicle should prepare to slow down, stop, or possibly change lanes if it is safe and the road layout allows. |
450 | [
"images/4408.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the presence of pedestrians on the road, the vehicle should slow down and prepare to stop. It is important to closely monitor the movements of pedestrians to ensure their safety, as their behavior is unpredictable. At the same time, the vehicle should remain vigilant for vehicles parked on the right side and be prepared to respond to changes in their status. Any potential movement of parked vehicles should be observed, as opening car doors or pedestrians suddenly emerging from between vehicles can pose a danger. Furthermore, the vehicle should maintain a safe distance from parked vehicles and traffic cones, and should not enter the area demarcated on the right side of the road. |
451 | [
"images/4442.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Please maintain a safe distance from the motorcycles and obstacles parked on the right side. Due to slippery roads in rainy conditions and reduced visibility at night and in bad weather, it is necessary to reduce your speed. Stay alert for any unexpected movement of the parked motorcycles. |
452 | [
"images/4471.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | One should drive cautiously even when the current traffic signal is green. Considering the position of forklifts, one should be alert to any unexpected actions, such as lane changes or stops. At the same time, due to the presence of motorcyclists, a safe distance should be maintained, always ready to respond to their possible maneuvers. In addition, high-visibility pedestrians and nearby obstacles also mean extra vigilance is required to prevent pedestrians from suddenly entering the lane. Therefore, one should carefully monitor these road users and be prepared to respond accordingly, while adhering to traffic rules to ensure road safety. |
453 | [
"images/4475.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain your lane while preparing to make a slight left to avoid roadblocks and objects on the road. Slow down if necessary to safely navigate around these obstacles. Stay alert to any unexpected changes around the construction zone marked by traffic cones. Given that the road conditions are clear and there is no immediate traffic, the vehicle should maintain a cautious speed and keep to the right, following the direction suggested by the road signs and avoiding obstacles on the left. Also, be vigilant for any upcoming changes in road arrangement or unforeseen obstacles that are not yet visible. The vehicle should slow down and be prepared to stop or safely change lanes to the right in order to bypass obstacles ahead, while paying close attention to traffic rules and any additional signs or signals that may exist but are not currently visible in the driver's field of view. A "No Entry" sign indicates the need to seek an alternative route, therefore be prepared to execute a legal maneuver, such as turning around or entering an allowed road, under the guidance of further traffic signs or road markings, which may exist outside the field of view of this image. |
454 | [
"images/4484.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Given the absence of immediate danger or traffic signals, and considering the parked vehicles do not pose a direct threat, this vehicle should proceed with caution, maintain a safe speed, and be ready to stop or take evasive actions should there be any indications of the parked vehicles moving. Simultaneously, the vehicle should also be prepared to handle any unforeseen situations, such as pedestrians or other vehicles not shown in this image. |
455 | [
"images/4487.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe distance from the vehicle ahead as you should be ready to adjust your speed or change lanes at any time due to possible construction zones, and must adhere to the speed limit of 30 kilometers per hour. Drivers should be vigilant for any signs of road work, changes in lane width, or other vehicles entering the roadway from construction areas. Slow down if necessary to comply with the speed limit signs of 30 kilometers per hour. Adjust the following distance based on the speed of the vehicle in front. Stay alert due to the indicated construction area, watching for roadwork activities ahead or unexpected events. Be prepared to safely respond to potential changes in traffic patterns or road conditions caused by construction. Keep a safe distance from the vehicle in front and be aware of potential lane merging situations from vehicles in the left lane. |
456 | [
"images/4494.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the potential presence of unexpected obstacles such as mobile devices, workers, or other vehicles, please maintain a low speed and stay alert. Drive carefully, as the area may lack standard traffic patterns. |
457 | [
"images/4515.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drive carefully and maintain a safe distance from the vehicle ahead. Follow the lane according to the indications of obstacles. Slow down to ensure the safety of pedestrians by the roadside, and adapt to the road conditions ahead. Stay alert for potential obstacles that may appear on the right side. Additionally, be prepared to stop at any time if you need to halt due to pedestrians or any unexpected obstacles. |
458 | [
"images/4520.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Proceed with caution, slowing down to assess whether the road width allows for safe passage. If the excavator is stopped and there is enough space, carefully navigate around the obstacle from the right side, while being prepared to stop at any moment should the excavator move. If the road does not allow for safe passage, please stop and wait until the excavator moves or there is a clear path available. Be ready to stop or detour at all times in your vehicle. Pay attention to any temporary signs or signals placed due to construction and follow the indicated detour or driving instructions. Always prioritize safety. Reduce speed with extreme caution to increase reaction time. If the excavator does indeed occupy part of the lane, wait for a clear opportunity to navigate around the obstacle, ensuring there is no oncoming traffic. Be alert for any construction signs, personnel directing, or signalers controlling traffic. If a detour or an alternative route is available, consider taking it to avoid potential hazards in the construction area. |
459 | [
"images/4534.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drive carefully and maintain a lower speed according to road conditions. Be especially vigilant and keep a sufficient safety distance when passing parked SUVs, while paying attention to the possibility of doors opening or vehicles pulling out. Also, be wary of construction workers, and be prepared to react if they step onto the road. Keep to the right, making sure not to get too close to the parked SUVs, and be ready for any changes in the direction of travel caused by construction obstacles. |
460 | [
"images/4539.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | When driving, it is important to maintain a safe following distance from large industrial trucks, staying alert to any movement changes that might occur due to their size and extended equipment. If the truck's behavior affects the drivability of the current lane, be prepared to change lanes. At the same time, closely monitor any potential turning or lane-changing actions by vans near parking areas. If any vehicle's maneuver conflicts with your driving path, be ready to adjust your speed or change lanes at any time. Follow standard road safety precautions and be aware that guardrails may limit road width and pedestrian access. |
461 | [
"images/4553.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe distance from the heavy truck ahead, paying close attention to its brake lights and turn signals as indicators of potential turns or deceleration. Due to the truck's size and payload, be prepared for its slower reactions. Keep your vehicle within the lane and respect the traffic cones on the right. Pay attention to any relevant information provided by traffic signs to assist with navigation or route planning. |
462 | [
"images/4555.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Please drive in the right lane and maintain a safe distance from the work convoy trucks ahead. Be aware of vehicles that may merge due to the narrowing of the right lane, and comply with the speed limits and instructions from construction workers or signs in the construction area. |
463 | [
"images/4556.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from concrete mixer trucks, considering the increased braking distance due to the vehicle's size and wet road conditions. Be prepared to respond to possible maneuvers by semi-trailers and vans in adjacent lanes. Stay alert to changes in traffic lights to anticipate and appropriately adjust your speed at yellow or red lights. Given the slippery roads, avoid sudden lane changes or abrupt speed adjustments to reduce the risk of skidding or hydroplaning. |
464 | [
"images/4566.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The lead vehicle should slow down and prepare to stop for pedestrians and dogs, and navigate cautiously between parked sedans and trucks, taking into account the reduced lane width and wet road conditions. Speed adjustments are necessary to maintain a safe distance from pedestrians and parked vehicles, and to be prepared for the increased braking distance that may be caused by slippery roads. Additionally, pay attention to the blue sedan merging from the parking lot and maintain a safe distance from the white SUV to ensure there is enough space to accommodate doors opening or unexpected movements. |
465 | [
"images/4589.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the presence of parked vehicles, one's vehicle should slow down and adjust its position to maintain a safe distance from the vehicles and potential hazards. The vehicle should also ensure correct lane positioning and avoid unidentified objects on the roadside to prevent possible tire damage. |
466 | [
"images/4597.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Vehicles should reduce speed and remain vigilant to prevent potential road workers or unexpected obstacles ahead. Ensure a safe distance from obstacles and follow the temporary traffic flow indicated by traffic cones, staying in open lanes. The presence of emergency vehicles suggests there might be an incident ahead, requiring extra caution. Maintain the current lane and stay alert in potentially slippery conditions. Given the slippery roads, if necessary, vehicles should reduce speed to ensure safe handling and stopping distance. Also, be prepared to respond to any unexpected obstacles or changes in road conditions that may arise due to ongoing road work indicated by traffic cones. |
467 | [
"images/4602.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from the truck ahead, and be prepared to slow down or change lanes if necessary. Regularly monitor the movements of cyclists and be ready in case they move into the driving lane. Continue to observe the road ahead to detect any changes in traffic patterns or other road users that may affect driving behavior. Stay alert to the possibility of the white car on the left changing lanes. Routinely monitor the distance and speed of vehicles in the two lanes ahead to anticipate any sudden stops or deceleration. Based on the information in the image, this vehicle should stay vigilant regarding the truck's behavior, as it may slow down or come to a stop. At the same time, pay attention to vehicles in adjacent lanes, especially the white car in the middle lane, in case it abruptly changes lanes. Due to heavy traffic and the presence of a cyclist on the right, this vehicle should not attempt to overtake at the moment. Monitoring the movements of cyclists is crucial to ensuring the safety of all road users. Additionally, this vehicle should also be prepared for any potential lane-changing actions by the white van on the left. |
468 | [
"images/4603.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should pass through the intersection with caution, monitoring the surrounding traffic while maintaining a safe distance from the cement mixer on the left. Continue to watch the green traffic light, which allows passage but remain vigilant to quickly changing situations or unexpected events. Carefully proceed through the pedestrian crosswalk and stay alert to potential hazards in the surroundings. |
469 | [
"images/4612.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | This vehicle should maintain a moderate speed, as the presence of road construction and workers may necessitate further speed reduction. If the traffic ahead comes to a stop, or if the right lane is obstructed or ends, consider moving into the left lane. Due to slippery road conditions, it is recommended to increase the following distance. Drivers must always be vigilant for changes in traffic signals or sudden movements by road workers and other road users. You may continue driving when the green traffic light is on; however, correctly identifying the lane according to the overhead signs is crucial for safe driving. |
470 | [
"images/4615.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drivers should reduce speed and maintain a safe following distance from the vehicle ahead, always being prepared to stop or carefully navigate around pedestrians, and be ready to merge due to vehicles parked on the roadside and traffic cones causing the road to narrow. In addition, attention should be paid to road conditions and glare that may occur in sunny weather. Maintain a moderate speed to safely respond to the movements of parked vehicles and motorcyclists. The presence of traffic cones requires attention and may necessitate lane adjustments; continue to watch for any directions from road works or additional signage. Keep a safe distance from motorcyclists ahead. Drivers should also monitor oncoming vehicles, stay within their lane, and be prepared to respond to any sudden movements. |
471 | [
"images/4632.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the red light ahead, this vehicle should remain stationary and maintain a safe distance from the white SUV in front. The vehicle's driving system should actively monitor the green truck on the left for any potential movements into our lane and be prepared to brake or take evasive actions at any moment. Special attention should be given to the motorcyclist on the right, preparing for any unforeseen behaviors they may exhibit. Additionally, as the vehicle approaches the construction area on the right, caution should be exercised, and any changes in traffic patterns or restrictions should be adhered to. |
472 | [
"images/4651.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from the concrete mixer truck ahead, and pay attention to observe any of its movements or brake signals to prevent the possibility of the vehicle stopping or turning. If necessary, to ensure smooth traffic flow, change lanes when confirming that adjacent lanes are clear of traffic. Pay attention to the overhead signs to ensure that you are driving on the correct predetermined route. Continue to monitor road conditions and remain alert to any changes in traffic patterns. |
473 | [
"images/4657.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Given the proximity of the vehicle to the flatbed on its left and in front, this vehicle should maintain a safe distance and be ready to stop or slow down further when the brake lights of the flatbed indicate deceleration. The presence of traffic cones suggests that this vehicle may need to slightly adjust its lateral position to the left within the lane, but it must never encroach upon the position occupied by the tanker truck in the adjacent lane. Due to wet road conditions and overcast weather, this vehicle should proceed with caution, reduce speed to adapt to the potentially slippery conditions, and remain vigilant for any changes in pedestrian behaviors. Overall, this vehicle should be prepared to respond to potential hazards and adopt defensive driving to ensure safety. |
474 | [
"images/4661.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from the car ahead, while also keeping an eye on the dog's movements. If the dog enters your vehicle's direct path, be prepared to slow down or stop. If the traffic light is green, please abide by it, but remain cautious and ready to respond to the dog's movements or changes in the signal. |
475 | [
"images/4673.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Slow down and be prepared to stop when necessary, maintaining a safe following distance from the commercial vehicle ahead. Turn on your headlights and taillights to improve visibility, and be alert for any sudden movements or changes from the vehicles in front or other road users. Do not attempt to overtake when visibility is limited and the vehicle ahead is large, unless you are certain that there is a clear and safe opportunity to do so. |
476 | [
"images/4675.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Given the current visible conditions, this vehicle should drive cautiously, maintaining a safe distance from the car ahead and parked cars on the side of the road. If the road surface is indeed slippery, the speed should be adjusted to ensure sufficient safety reaction time. Continuously monitor whether parked vehicles are entering the traffic flow. |
477 | [
"images/4683.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | In response to the identified road users and traffic conditions, this vehicle should maintain a safe following distance from the construction vehicle ahead, monitor the position of the black sedan, and be ready at all times to respond to the leading vehicle's sudden braking or lane changing. If overtaking is necessary and lawful, the vehicle should ensure safe execution by checking the adjacent lanes and the sedan's position to avoid any risk of collision. |
478 | [
"images/4690.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from large commercial trucks ahead, pay close attention to their behavior, and choose an appropriate speed based on road conditions and traffic flow while driving. If considering overtaking, ensure that you see the bicyclist on the left and take their safety into account. Overtaking should only be attempted when there is no oncoming traffic in the adjacent lane and there is sufficient safe space to do so. Also, be aware of any signs on overhead signboards that may restrict such actions. |
479 | [
"images/4695.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the presence of trucks partially occupying the lane, the vehicle should slow down and carefully change lanes or adjust its lateral position within the lane to safely navigate around potholes and parked vehicles. Drivers should be aware of any other road users that may be obscured by parked cars, such as pedestrians. It is recommended to continuously monitor for other road users or signals that may appear as the vehicle progresses. |
480 | [
"images/4703.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Maintain a safe following distance from the RV to ensure there is enough time to respond to traffic conditions and potential obstacles that may be hidden due to the RV's size. If necessary, be prepared to adjust speed or change lanes to maintain a safe distance, and continue to monitor for any sudden changes in surrounding traffic. At the same time, stay alert and pay attention to any traffic signs or signals that may appear. |
481 | [
"images/4711.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | In light of the limited visibility around the bend due to multiple parked vehicles and roadside trees, it is recommended that the driver maintains a moderate speed and remains highly vigilant of other road users who may emerge from blind spots created by parked cars and roadside scenery. |
482 | [
"images/4720.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should carefully prepare to change lanes to the left in order to safely maneuver around the parked vehicles. As it approaches pedestrians and stacks of cardboard boxes, the vehicle should slow down, maintain a safe distance, and allow for necessary reaction time. Furthermore, the vehicle should continuously monitor the pedestrians and cardboard boxes to prevent them from suddenly entering the lane. |
483 | [
"images/4725.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the mixed crowd of pedestrians around, the potential movement of the delivery van on the left, and the construction activities on the right, the car should proceed with high caution and significantly reduce speed. The wet road conditions require extra attention to the vehicle's braking distance. The car must be prepared to stop or yield in order to ensure the safety of all road users and may need to deviate from the usual route due to obstacles and limited road space. Maintain a safe distance from parked vehicles when safely maneuvering around traffic cones. Given the wet road conditions, implement defensive driving to cope with reduced traction and visibility. After pedestrians have passed, the vehicle should drive slowly, allow sufficient space for cyclists, and remain alert to any unexpected movements from roadside activities. The vehicle should also be prepared to adapt to the narrow road space due to barricades and slippery conditions, which may require slowing down and increasing vigilance. |
484 | [
"images/4726.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drive safely according to road conditions and continuously monitor changes in the traffic environment. Be prepared at all times to adjust speed or direction in response to new road users that appear or potential changes in road conditions that may arise beyond your field of vision. |
485 | [
"images/4734.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | The vehicle should slow down, preparing to bypass the tricycle ahead while ensuring a safe overtaking distance from riders. Additionally, be ready to stop or change lanes due to obstacles ahead, and look out for further traffic signs or alternative routes. Due to debris in the right lane and nearby market presence, carefully shift to the left lane, avoiding contact with two-wheeled vehicles and checking for other vehicles that may be in the blind spots or approaching from behind. Also, cautiously monitor pedestrians near the roadside and those who may suddenly appear from the market. |
486 | [
"images/4744.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drivers should proceed with caution and be aware of potential movements from construction vehicles on the right. The road ahead appears to be partially obstructed by obstacles, and lane changes may be necessary if in a multi-lane situation. Drivers should adjust their speed and position according to the road conditions and comply with no-parking signs' instructions. |
487 | [
"images/4746.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drive carefully, especially pay attention to pedestrians. Be ready to stop at any time if they step onto the road. Follow the mandatory direction indicated by traffic signs, and maintain a safe distance from the white car on the left. Be aware of potential obstacles that may be caused by debris on the right side of the road. |
488 | [
"images/4752.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the cone barrel layout, this vehicle should decelerate on wet and slippery roads and prepare to drive along the left-side guided path, avoiding restricted areas indicated by no-entry signs. It is advised to continuously monitor parked vehicles to prevent unforeseen actions. Maintain a safe distance and be ready to adjust to changes beyond the current visual range. |
489 | [
"images/4791.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drive carefully, maintain a low speed, and be ready to change lanes at any time to deal with potential roadblocks ahead caused by parked vehicles or traffic cones. Due to poor street lighting conditions, stay alert as it may reduce the visibility of potential obstacles or road users that are currently not visible.
Due to dim lighting and the possibility of unexpected obstacles, drive cautiously, continue to pay attention to the green traffic light when approaching an intersection, and be prepared for any signal changes. Keep an eye on roadside objects to ensure they do not enter the driving lane, which may require taking evasive actions. |
490 | [
"images/4792.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the presence of pedestrians by the road, please drive carefully and maintain a safe speed. Be prepared to slow down or stop in case pedestrians make unpredictable movements. Additionally, pay attention to traffic cone signs to anticipate possible road construction or obstacles, and adjust your lane position as necessary when passing by. |
491 | [
"images/4794.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to animals on the road, this vehicle should reduce speed and drive cautiously. If the animals' behavior becomes unpredictable, be prepared to stop. Navigation should be adjusted to account for parked vehicles, and the vehicle should also monitor these vehicles for any signs of movement, such as lights turning on or doors opening, which may indicate that a vehicle is about to enter the road. Meanwhile, maintain an understanding of road signs indicating the road layout to predict the behavior of other drivers. |
492 | [
"images/4807.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the proximity of construction vehicles, please maintain a cautious speed and closely observe any unexpected actions from parked cars. Ample space should be given to the tricycle ahead, and if an object or person suddenly appears in the path of the moving vehicle, it is recommended to be prepared to stop or evade. Continue driving cautiously due to the presence of warning signs. |
493 | [
"images/4823.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drive carefully and slow down to assess road blockages caused by trucks and obstacles. Be prepared to stop or bypass obstacles if necessary. Additionally, observe the road conditions and other potential hazards before continuing to drive. |
494 | [
"images/4826.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Due to the red traffic light and the "No Left Turn" sign, this vehicle should come to a complete stop at the intersection. It should monitor the movements of the black car on its left and maintain a safe distance. The vehicle should remain stationary until the traffic light turns green and it is safe to perform any permitted maneuvers, while considering the surrounding traffic conditions and adhering to road signs and signals. |
495 | [
"images/4835.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | In such circumstances, the vehicle should significantly reduce speed in order to anticipate and react to the actions of pedestrians on the road in a timely manner. Be prepared to stop for dogs at all times, pay close attention to pedestrian movements, and be ready to navigate around obstacles on the road. Continually scan the surrounding environment, as parked vehicles may obstruct the view of other moving pedestrians. Given the complexity and unpredictability of the scene, it is advised to proceed with the utmost caution. |
496 | [
"images/4841.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | If the right lane ahead is closed due to road construction, the vehicle should slow down and be prepared to possibly merge left. A safe distance should be maintained from the construction workers and parked vehicles, and be alert for workers or equipment suddenly entering the lane. Attention should also be paid to obey "No Parking" signs after passing the indication point. |
497 | [
"images/4857.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | This vehicle should reduce speed and prepare to stop or switch to the left lane if the adjacent lane is free. Observe the surroundings to detect any road workers or additional signals, and safely navigate around construction vehicles. Continuously monitor the situation and adjust driving behavior in real-time based on new information. |
498 | [
"images/4877.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | Drive carefully and maintain a safe distance from the grey car on your right. Stay alert to potential dangers that may arise from the white car parked on your left, and be aware of the road width restrictions caused by temporary barriers. The main vehicle should be prepared to adjust its speed and position to accommodate these factors, and closely monitor any new developments on the road that may affect driving conditions. |
499 | [
"images/4883.jpg"
] | There is an image of traffic captured from the perspective of the ego car. Focus on objects influencing the ego car's driving behavior: vehicles (cars, trucks, buses, etc.), vulnerable road users (pedestrians, cyclists, motorcyclists), traffic signs (no parking, warning, directional, etc.), traffic lights (red, green, yellow), traffic cones, barriers, miscellaneous(debris, dustbin, animals, etc.). You must not discuss any objects beyond the seven categories above. Please provide driving suggestions for the ego car based on the current scene. | This vehicle should be driven with caution, maintaining a safe distance from the truck ahead, and be ready to slow down or stop for pedestrians at any time. Additionally, be vigilant for parked vehicles that may suddenly open their doors or any unexpected movements. Given the narrow drivable width of the road and the presence of pedestrians, extra care should be taken when overtaking parked vehicles and trucks. Sudden maneuvers should not be performed, and speed should be reduced to address potential risks. |
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