deepImageAestheticsAnalysis
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aimerykong
about the score of Attribute
Hi, sir, what's the meaning of negative value in imgList*.txt? such as imgListTrainRegression_ColorHarmony.txt, farm1_429_20164497916_612b5cce64_b.jpg -0.400. Thank you.
In the paper, you choose image pairs within rater, could you share the file which has the scores from different raters? Thank you.
hi, negative values means the attribute has a negatively effect on the image aesthetics. The annotation for each rater is in {-1,0,1}; given annotation of five raters, we average their annotation, therefore, there are values inbetween [-1,1].
On Tue, Apr 3, 2018 at 5:14 AM, houxiaoxia1 [email protected] wrote:
Hi, sir, what's the meaning of negative value in imgList*.txt? such as imgListTrainRegression_ColorHarmony.txt, farm1_429_20164497916_612b5cce64_b.jpg -0.400. Thank you.
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In the following link, you can find read the ".mat" file for all the annotations, including raters' ID. Then you can generate training pairs in your way.
https://drive.google.com/drive/folders/0BxeylfSgpk1MOVduWGxyVlJFUHM
On Tue, Apr 3, 2018 at 5:22 AM, houxiaoxia1 [email protected] wrote:
In the paper, you choose image pairs within rater, could you share the file which has the scores from different raters? Thank you.
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when I trained a resnet to predict the score of a picture, I only got rank correlation statistic 0.56 rather than 0.6+. Could you tell me how to choose image pairs? I choose them with a interval of 0.15, how about you?