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A peer-reviewed article of this preprint also exists.
This version is not peer-reviewed
Visual Input Example, Question for "Facade Color" | |
---|---|
Question | The first four images are street view images taken from four different directions of the street. The last four images are taken from the same location and the same four directions but at a different period. Analyze the facade color changes of different periods and finally you must give me a choice from: A: Positive, B: Negative, C: No Changes. Make your statement concise. |
Answer | Based on the provided images, we can observe the following changes in the building facades’ color over the two different time periods. Initial Period (First Four Images): The building facades are predominantly neutral-toned with a mix of whites, beiges, and light gray hues. The overall color palette is muted and uniform, with little variation in color saturation or brightness. The buildings have a clean and modern appearance, with the color of the construction materials clearly visible. Later Period (Last Four Images): The facades exhibit a similar color scheme with no significant changes in the hues. However, there may be slight variations in brightness due to differences in the time of day or weather conditions when the photos were taken. There is no evidence of major renovation or repainting that has altered the color palette of the buildings significantly. Considering these observations, the most accurate response would be: C: No Changes. . |
Visual Input Comparison Examples, Question for "Lane Refinement" | |
---|---|
Question | |
{D} + "Describe changes in road refinement between two periods." + {C} | |
Answer GPT-4 | After reviewing the images from two different periods, it is noticeable that there has been some wear in the road markings and a general decline in lane visibility in the later images. The roads show signs of heavier use, and the increased clutter along the curbside could suggest changes in traffic or parking patterns that may not be as orderly as before. These factors contribute to a slight negative impact on lane refinement, indicating a decrease in the clarity and maintenance of traffic lanes over time. Hence, the assessment concludes with a negative change in lane refinement. Therefore, my feeling towards these changes would be option B: Negative. |
Answer SQ-GPT | It’s evident that lane refinement has seen a decline over time. Initially, clear lane markings in the first period have become less discernible in the second, likely as a result of wear and inadequate maintenance. This degradation in lane visibility can have serious implications, potentially compromising lane divisions’ clarity and introducing confusion among drivers. Despite a consistent presence of traffic signs, the overall impression hints at a deterioration in the road’s organization. Taking these factors into account, it becomes increasingly apparent that the changes in lane refinement lean towards a negative impact, aligning with Option B: Negative. |
Answer LLaVA-1.5 | The changes in lane refinement between the two periods are evident in the increased number of cars on the street, which suggests that the area is more congested. I feel that the changes in lane refinement are negative, as the increased number of cars on the street indicates a higher level of traffic congestion. This can lead to longer travel times, increased air pollution, and a higher risk of accidents. The increased traffic can also be a sign of urbanization and economic growth, which is a positive aspect of the city’s development. However, the negative impacts on the environment and the quality of life for the residents must be considered. The final option is B. |
Visual Input Comparison Examples, Question for "Greenery Improvement" | |
---|---|
Question | |
{D} + "Describe changes in greenery improvement between two periods." + {C} | |
Answer GPT-4 | Upon examining the eight street view images you provided, they depict the same location from four cardinal directions, captured at two different time periods. The comparison shows visible differences in the greenery between the two periods. Initially, the area has smaller trees and less dense foliage. In the later images, the trees appear more mature and fuller, indicating growth and increased leaf density, which contributes to a lusher streetscape. Additionally, the vegetation in the median strips and along the sidewalks seems to be better maintained, suggesting an enhancement in the overall greenery management. This qualitative assessment of the vegetative growth and maintenance suggests a positive change in the greenery of the area. Therefore, based on the visual evidence from the images provided, the choice would be: A: Positive. |
Answer SQ-GPT | From the images you’ve provided, it’s evident that there have been changes in the greenery between the two periods. In the earlier images, the trees appear less mature and the foliage is sparser, while in the latter images, the trees show more growth, with denser canopies, indicating positive development in the greenery. Additionally, the bushes and the underplanting in the median strips and along the sidewalks seem to be better maintained and more abundant in the later images. This suggests a concerted effort to enhance the urban green spaces. These improvements contribute to a healthier, more aesthetically pleasing environment and potentially better air quality for the area. Thus, it is a positive change (Option A). |
Answer LLaVA-1.5 | Upon analyzing the images from the two different periods, the following observations can be made: The tree canopies seem consistent in size and density, indicating that the trees are mature and have been maintained. There is no significant removal or reduction of trees or plants. The color and vigor of the greenery appear similar across both periods, suggesting good health. No major landscaping additions or enhancements are visible that would suggest an intentional effort to increase green spaces. Considering these points, it can be concluded that there have been no significant changes in the greenery between the two periods depicted in the images. The urban greenery maintenance appears to be stable. Therefore, the assessment is: C: No Changes. |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
Submitted:
22 November 2023
Posted:
23 November 2023
You are already at the latest version
A peer-reviewed article of this preprint also exists.
This version is not peer-reviewed
Submitted:
22 November 2023
Posted:
23 November 2023
You are already at the latest version
Visual Input Example, Question for "Facade Color" | |
---|---|
Question | The first four images are street view images taken from four different directions of the street. The last four images are taken from the same location and the same four directions but at a different period. Analyze the facade color changes of different periods and finally you must give me a choice from: A: Positive, B: Negative, C: No Changes. Make your statement concise. |
Answer | Based on the provided images, we can observe the following changes in the building facades’ color over the two different time periods. Initial Period (First Four Images): The building facades are predominantly neutral-toned with a mix of whites, beiges, and light gray hues. The overall color palette is muted and uniform, with little variation in color saturation or brightness. The buildings have a clean and modern appearance, with the color of the construction materials clearly visible. Later Period (Last Four Images): The facades exhibit a similar color scheme with no significant changes in the hues. However, there may be slight variations in brightness due to differences in the time of day or weather conditions when the photos were taken. There is no evidence of major renovation or repainting that has altered the color palette of the buildings significantly. Considering these observations, the most accurate response would be: C: No Changes. . |
Visual Input Comparison Examples, Question for "Lane Refinement" | |
---|---|
Question | |
{D} + "Describe changes in road refinement between two periods." + {C} | |
Answer GPT-4 | After reviewing the images from two different periods, it is noticeable that there has been some wear in the road markings and a general decline in lane visibility in the later images. The roads show signs of heavier use, and the increased clutter along the curbside could suggest changes in traffic or parking patterns that may not be as orderly as before. These factors contribute to a slight negative impact on lane refinement, indicating a decrease in the clarity and maintenance of traffic lanes over time. Hence, the assessment concludes with a negative change in lane refinement. Therefore, my feeling towards these changes would be option B: Negative. |
Answer SQ-GPT | It’s evident that lane refinement has seen a decline over time. Initially, clear lane markings in the first period have become less discernible in the second, likely as a result of wear and inadequate maintenance. This degradation in lane visibility can have serious implications, potentially compromising lane divisions’ clarity and introducing confusion among drivers. Despite a consistent presence of traffic signs, the overall impression hints at a deterioration in the road’s organization. Taking these factors into account, it becomes increasingly apparent that the changes in lane refinement lean towards a negative impact, aligning with Option B: Negative. |
Answer LLaVA-1.5 | The changes in lane refinement between the two periods are evident in the increased number of cars on the street, which suggests that the area is more congested. I feel that the changes in lane refinement are negative, as the increased number of cars on the street indicates a higher level of traffic congestion. This can lead to longer travel times, increased air pollution, and a higher risk of accidents. The increased traffic can also be a sign of urbanization and economic growth, which is a positive aspect of the city’s development. However, the negative impacts on the environment and the quality of life for the residents must be considered. The final option is B. |
Visual Input Comparison Examples, Question for "Greenery Improvement" | |
---|---|
Question | |
{D} + "Describe changes in greenery improvement between two periods." + {C} | |
Answer GPT-4 | Upon examining the eight street view images you provided, they depict the same location from four cardinal directions, captured at two different time periods. The comparison shows visible differences in the greenery between the two periods. Initially, the area has smaller trees and less dense foliage. In the later images, the trees appear more mature and fuller, indicating growth and increased leaf density, which contributes to a lusher streetscape. Additionally, the vegetation in the median strips and along the sidewalks seems to be better maintained, suggesting an enhancement in the overall greenery management. This qualitative assessment of the vegetative growth and maintenance suggests a positive change in the greenery of the area. Therefore, based on the visual evidence from the images provided, the choice would be: A: Positive. |
Answer SQ-GPT | From the images you’ve provided, it’s evident that there have been changes in the greenery between the two periods. In the earlier images, the trees appear less mature and the foliage is sparser, while in the latter images, the trees show more growth, with denser canopies, indicating positive development in the greenery. Additionally, the bushes and the underplanting in the median strips and along the sidewalks seem to be better maintained and more abundant in the later images. This suggests a concerted effort to enhance the urban green spaces. These improvements contribute to a healthier, more aesthetically pleasing environment and potentially better air quality for the area. Thus, it is a positive change (Option A). |
Answer LLaVA-1.5 | Upon analyzing the images from the two different periods, the following observations can be made: The tree canopies seem consistent in size and density, indicating that the trees are mature and have been maintained. There is no significant removal or reduction of trees or plants. The color and vigor of the greenery appear similar across both periods, suggesting good health. No major landscaping additions or enhancements are visible that would suggest an intentional effort to increase green spaces. Considering these points, it can be concluded that there have been no significant changes in the greenery between the two periods depicted in the images. The urban greenery maintenance appears to be stable. Therefore, the assessment is: C: No Changes. |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
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