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1 to 10 of 21 Results
Data for Human Experiments
Apr 19, 2022
Sundaram, Shobhita, 2022, "Data for Human Experiments", https://doi.org/10.7910/DVN/MXGTSP, Harvard Dataverse, V1
This synthetic data was shown to human participants to assess rapid learning and generalization of symmetry. In the first two slides, participants were shown asymmetric and symmetric images (labeled "Group 0" and "Group 1") respectively. In subsequent slides they were shown random synthetic images and asked to categorize them into the two groups.
HumanExp.pptx
Apr 19, 2022 - Data for Human Experiments
MS Powerpoint - 237.7 KB - MD5: c6564924afbc08038bdc82bb56002526
Natural Data for Experiment Set 2
Dec 29, 2021
Sundaram, Shobhita, 2021, "Natural Data for Experiment Set 2", https://doi.org/10.7910/DVN/ZSAARE, Harvard Dataverse, V1
Natural-image symmetry dataset to reproduce results from Experiment Set 2. symm_training.pkl: 10800 natural images (20x20 augmented, grayscale crops) for training networks to recognize natural symmetry. symm_testing.pkl: 1200 natural images (20x20 augmented, grayscale crops) for testing recognition of natural symmetry.
symm_testing.pkl
Dec 29, 2021 - Natural Data for Experiment Set 2
Unknown - 514.6 KB - MD5: 1ac5d493fb4b700187e628507c341054
symm_training.pkl
Dec 29, 2021 - Natural Data for Experiment Set 2
Unknown - 4.5 MB - MD5: 9433ff8985b366c84fde82e2aa38feb6
Synthetic Data for Experiment Set 1
Dec 29, 2021
Sundaram, Shobhita, 2021, "Synthetic Data for Experiment Set 1", https://doi.org/10.7910/DVN/UMFXNY, Harvard Dataverse, V1
Synthetic training/validation/testing data to reproduce results of Experiment Set 1. symm_synthetic_training_80px.pkl: Pickle file containing 4000 grayscale 80x80 synthetic images for training networks to recognize mathematical symmetry. symm_synthetic_validation_80px.pkl: Pickle file containing 4000 grayscale 80x80 synthetic images to validate net...
symm_band0_80_test.pkl
Dec 29, 2021 - Synthetic Data for Experiment Set 1
Unknown - 293.1 MB - MD5: 1f94a92491438cd9022ef89596d4504d
symm_band14_80_test.pkl
Dec 29, 2021 - Synthetic Data for Experiment Set 1
Unknown - 293.1 MB - MD5: b3873099b720d9892f9229e79dae83a2
symm_band16_80_test.pkl
Dec 29, 2021 - Synthetic Data for Experiment Set 1
Unknown - 293.1 MB - MD5: 9cecb552d1449d3e9a6df2ae3877d3cd
symm_band18_80_test.pkl
Dec 29, 2021 - Synthetic Data for Experiment Set 1
Unknown - 293.1 MB - MD5: d7fc990e7074d6389370a3cd78b28de5
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