AVA: A Large-Scale Database for Aesthetic Visual Analysis
Naila Murray and Luca Marchesotti and Florent Perronnin

AVA_dataset (92 files)
images/images.7z.035 524.29MB
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images/images.7z.064 99.06MB
README.txt 3.87kB
aesthetics_image_lists/fooddrink_train.jpgl 19.99kB
aesthetics_image_lists/floral_test.jpgl 19.78kB
aesthetics_image_lists/floral_train.jpgl 19.77kB
aesthetics_image_lists/stilllife_test.jpgl 19.30kB
aesthetics_image_lists/architecture_train.jpgl 19.61kB
aesthetics_image_lists/architecture_test.jpgl 19.61kB
aesthetics_image_lists/generic_ls_train.jpgl 157.38kB
aesthetics_image_lists/portrait_test.jpgl 19.70kB
aesthetics_image_lists/landscape_train.jpgl 19.72kB
aesthetics_image_lists/generic_test.jpgl 157.30kB
aesthetics_image_lists/animal_test.jpgl 19.67kB
aesthetics_image_lists/generic_ss_train.jpgl 19.70kB
aesthetics_image_lists/cityscape_test.jpgl 19.52kB
aesthetics_image_lists/portrait_train.jpgl 19.74kB
aesthetics_image_lists/stilllife_train.jpgl 19.31kB
aesthetics_image_lists/animal_train.jpgl 19.68kB
aesthetics_image_lists/cityscape_train.jpgl 19.56kB
aesthetics_image_lists/landscape_test.jpgl 19.73kB
aesthetics_image_lists/fooddrink_test.jpgl 19.99kB
style_image_lists/test.multilab 81.46kB
style_image_lists/styles.txt 0.22kB
style_image_lists/test.jpgl 22.01kB
style_image_lists/train.jpgl 88.32kB
style_image_lists/train.lab 38.04kB
tags.txt 0.95kB
challenges.txt 26.98kB
AVA.txt 12.49MB
Type: Dataset
Tags: images, quality, AVA, DPChallenge, aesthetics, semantic

Bibtex:
@article{,
title= {AVA: A Large-Scale Database for Aesthetic Visual Analysis},
keywords= {semantic, quality, AVA, DPChallenge, images, aesthetics},
journal= {},
author= {Naila Murray and Luca Marchesotti and Florent Perronnin},
year= {},
url= {},
license= {},
abstract= {Aesthetic Visual Analysis (AVA) contains over 250,000 images along with a rich variety of meta-data including a large number of aesthetic scores for each image, semantic labels for over 60 categories as well as labels related to photographic style for high-level image quality categorization.},
superseded= {},
terms= {}
}


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10 day statistics (19 downloads)

Average Time 1 hours, 27 minutes, 40 seconds
Average Speed 6.30MB/s
Best Time 5 minutes, 06 seconds
Best Speed 108.31MB/s
Worst Time 9 hours, 35 minutes, 19 seconds
Worst Speed 960.13kB/s
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