|
--- |
|
dataset_info: |
|
- config_name: default |
|
features: |
|
- name: image |
|
dtype: image |
|
- name: smooth-or-featured-gz2_smooth |
|
dtype: int32 |
|
- name: smooth-or-featured-gz2_featured-or-disk |
|
dtype: int32 |
|
- name: smooth-or-featured-gz2_artifact |
|
dtype: int32 |
|
- name: disk-edge-on-gz2_yes |
|
dtype: int32 |
|
- name: disk-edge-on-gz2_no |
|
dtype: int32 |
|
- name: has-spiral-arms-gz2_yes |
|
dtype: int32 |
|
- name: has-spiral-arms-gz2_no |
|
dtype: int32 |
|
- name: bar-gz2_yes |
|
dtype: int32 |
|
- name: bar-gz2_no |
|
dtype: int32 |
|
- name: bulge-size-gz2_dominant |
|
dtype: int32 |
|
- name: bulge-size-gz2_obvious |
|
dtype: int32 |
|
- name: bulge-size-gz2_just-noticeable |
|
dtype: int32 |
|
- name: bulge-size-gz2_no |
|
dtype: int32 |
|
- name: something-odd-gz2_yes |
|
dtype: int32 |
|
- name: something-odd-gz2_no |
|
dtype: int32 |
|
- name: how-rounded-gz2_round |
|
dtype: int32 |
|
- name: how-rounded-gz2_in-between |
|
dtype: int32 |
|
- name: how-rounded-gz2_cigar |
|
dtype: int32 |
|
- name: bulge-shape-gz2_round |
|
dtype: int32 |
|
- name: bulge-shape-gz2_boxy |
|
dtype: int32 |
|
- name: bulge-shape-gz2_no-bulge |
|
dtype: int32 |
|
- name: spiral-winding-gz2_tight |
|
dtype: int32 |
|
- name: spiral-winding-gz2_medium |
|
dtype: int32 |
|
- name: spiral-winding-gz2_loose |
|
dtype: int32 |
|
- name: spiral-arm-count-gz2_1 |
|
dtype: int32 |
|
- name: spiral-arm-count-gz2_2 |
|
dtype: int32 |
|
- name: spiral-arm-count-gz2_3 |
|
dtype: int32 |
|
- name: spiral-arm-count-gz2_4 |
|
dtype: int32 |
|
- name: spiral-arm-count-gz2_more-than-4 |
|
dtype: int32 |
|
- name: spiral-arm-count-gz2_cant-tell |
|
dtype: int32 |
|
- name: smooth-or-featured-dr12_smooth |
|
dtype: int32 |
|
- name: smooth-or-featured-dr12_featured-or-disk |
|
dtype: int32 |
|
- name: smooth-or-featured-dr12_artifact |
|
dtype: int32 |
|
- name: disk-edge-on-dr12_yes |
|
dtype: int32 |
|
- name: disk-edge-on-dr12_no |
|
dtype: int32 |
|
- name: has-spiral-arms-dr12_yes |
|
dtype: int32 |
|
- name: has-spiral-arms-dr12_no |
|
dtype: int32 |
|
- name: bar-dr12_yes |
|
dtype: int32 |
|
- name: bar-dr12_no |
|
dtype: int32 |
|
- name: bulge-size-dr12_dominant |
|
dtype: int32 |
|
- name: bulge-size-dr12_obvious |
|
dtype: int32 |
|
- name: bulge-size-dr12_none |
|
dtype: int32 |
|
- name: how-rounded-dr12_completely |
|
dtype: int32 |
|
- name: how-rounded-dr12_in-between |
|
dtype: int32 |
|
- name: how-rounded-dr12_cigar-shaped |
|
dtype: int32 |
|
- name: edge-on-bulge-dr12_boxy |
|
dtype: int32 |
|
- name: edge-on-bulge-dr12_none |
|
dtype: int32 |
|
- name: edge-on-bulge-dr12_rounded |
|
dtype: int32 |
|
- name: spiral-winding-dr12_tight |
|
dtype: int32 |
|
- name: spiral-winding-dr12_medium |
|
dtype: int32 |
|
- name: spiral-winding-dr12_loose |
|
dtype: int32 |
|
- name: spiral-arm-count-dr12_1 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr12_2 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr12_3 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr12_4 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr12_more-than-4 |
|
dtype: int32 |
|
- name: merging-dr12_neither |
|
dtype: int32 |
|
- name: merging-dr12_tidal-debris |
|
dtype: int32 |
|
- name: merging-dr12_both |
|
dtype: int32 |
|
- name: merging-dr12_merger |
|
dtype: int32 |
|
- name: smooth-or-featured-dr5_smooth |
|
dtype: int32 |
|
- name: smooth-or-featured-dr5_featured-or-disk |
|
dtype: int32 |
|
- name: smooth-or-featured-dr5_artifact |
|
dtype: int32 |
|
- name: disk-edge-on-dr5_yes |
|
dtype: int32 |
|
- name: disk-edge-on-dr5_no |
|
dtype: int32 |
|
- name: has-spiral-arms-dr5_yes |
|
dtype: int32 |
|
- name: has-spiral-arms-dr5_no |
|
dtype: int32 |
|
- name: bar-dr5_strong |
|
dtype: int32 |
|
- name: bar-dr5_weak |
|
dtype: int32 |
|
- name: bar-dr5_no |
|
dtype: int32 |
|
- name: bulge-size-dr5_dominant |
|
dtype: int32 |
|
- name: bulge-size-dr5_large |
|
dtype: int32 |
|
- name: bulge-size-dr5_moderate |
|
dtype: int32 |
|
- name: bulge-size-dr5_small |
|
dtype: int32 |
|
- name: bulge-size-dr5_none |
|
dtype: int32 |
|
- name: how-rounded-dr5_round |
|
dtype: int32 |
|
- name: how-rounded-dr5_in-between |
|
dtype: int32 |
|
- name: how-rounded-dr5_cigar-shaped |
|
dtype: int32 |
|
- name: edge-on-bulge-dr5_boxy |
|
dtype: int32 |
|
- name: edge-on-bulge-dr5_none |
|
dtype: int32 |
|
- name: edge-on-bulge-dr5_rounded |
|
dtype: int32 |
|
- name: spiral-winding-dr5_tight |
|
dtype: int32 |
|
- name: spiral-winding-dr5_medium |
|
dtype: int32 |
|
- name: spiral-winding-dr5_loose |
|
dtype: int32 |
|
- name: spiral-arm-count-dr5_1 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr5_2 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr5_3 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr5_4 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr5_more-than-4 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr5_cant-tell |
|
dtype: int32 |
|
- name: merging-dr5_none |
|
dtype: int32 |
|
- name: merging-dr5_minor-disturbance |
|
dtype: int32 |
|
- name: merging-dr5_major-disturbance |
|
dtype: int32 |
|
- name: merging-dr5_merger |
|
dtype: int32 |
|
- name: smooth-or-featured-dr8_smooth |
|
dtype: int32 |
|
- name: smooth-or-featured-dr8_featured-or-disk |
|
dtype: int32 |
|
- name: smooth-or-featured-dr8_artifact |
|
dtype: int32 |
|
- name: disk-edge-on-dr8_yes |
|
dtype: int32 |
|
- name: disk-edge-on-dr8_no |
|
dtype: int32 |
|
- name: has-spiral-arms-dr8_yes |
|
dtype: int32 |
|
- name: has-spiral-arms-dr8_no |
|
dtype: int32 |
|
- name: bar-dr8_strong |
|
dtype: int32 |
|
- name: bar-dr8_weak |
|
dtype: int32 |
|
- name: bar-dr8_no |
|
dtype: int32 |
|
- name: bulge-size-dr8_dominant |
|
dtype: int32 |
|
- name: bulge-size-dr8_large |
|
dtype: int32 |
|
- name: bulge-size-dr8_moderate |
|
dtype: int32 |
|
- name: bulge-size-dr8_small |
|
dtype: int32 |
|
- name: bulge-size-dr8_none |
|
dtype: int32 |
|
- name: how-rounded-dr8_round |
|
dtype: int32 |
|
- name: how-rounded-dr8_in-between |
|
dtype: int32 |
|
- name: how-rounded-dr8_cigar-shaped |
|
dtype: int32 |
|
- name: edge-on-bulge-dr8_boxy |
|
dtype: int32 |
|
- name: edge-on-bulge-dr8_none |
|
dtype: int32 |
|
- name: edge-on-bulge-dr8_rounded |
|
dtype: int32 |
|
- name: spiral-winding-dr8_tight |
|
dtype: int32 |
|
- name: spiral-winding-dr8_medium |
|
dtype: int32 |
|
- name: spiral-winding-dr8_loose |
|
dtype: int32 |
|
- name: spiral-arm-count-dr8_1 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr8_2 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr8_3 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr8_4 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr8_more-than-4 |
|
dtype: int32 |
|
- name: spiral-arm-count-dr8_cant-tell |
|
dtype: int32 |
|
- name: merging-dr8_none |
|
dtype: int32 |
|
- name: merging-dr8_minor-disturbance |
|
dtype: int32 |
|
- name: merging-dr8_major-disturbance |
|
dtype: int32 |
|
- name: merging-dr8_merger |
|
dtype: int32 |
|
- name: smooth-or-featured-candels_smooth |
|
dtype: int32 |
|
- name: smooth-or-featured-candels_features |
|
dtype: int32 |
|
- name: smooth-or-featured-candels_artifact |
|
dtype: int32 |
|
- name: how-rounded-candels_completely |
|
dtype: int32 |
|
- name: how-rounded-candels_in-between |
|
dtype: int32 |
|
- name: how-rounded-candels_cigar-shaped |
|
dtype: int32 |
|
- name: clumpy-appearance-candels_yes |
|
dtype: int32 |
|
- name: clumpy-appearance-candels_no |
|
dtype: int32 |
|
- name: clump-count-candels_1 |
|
dtype: int32 |
|
- name: clump-count-candels_2 |
|
dtype: int32 |
|
- name: clump-count-candels_3 |
|
dtype: int32 |
|
- name: clump-count-candels_4 |
|
dtype: int32 |
|
- name: clump-count-candels_5-plus |
|
dtype: int32 |
|
- name: clump-count-candels_cant-tell |
|
dtype: int32 |
|
- name: disk-edge-on-candels_yes |
|
dtype: int32 |
|
- name: disk-edge-on-candels_no |
|
dtype: int32 |
|
- name: edge-on-bulge-candels_yes |
|
dtype: int32 |
|
- name: edge-on-bulge-candels_no |
|
dtype: int32 |
|
- name: bar-candels_yes |
|
dtype: int32 |
|
- name: bar-candels_no |
|
dtype: int32 |
|
- name: has-spiral-arms-candels_yes |
|
dtype: int32 |
|
- name: has-spiral-arms-candels_no |
|
dtype: int32 |
|
- name: spiral-winding-candels_tight |
|
dtype: int32 |
|
- name: spiral-winding-candels_medium |
|
dtype: int32 |
|
- name: spiral-winding-candels_loose |
|
dtype: int32 |
|
- name: spiral-arm-count-candels_1 |
|
dtype: int32 |
|
- name: spiral-arm-count-candels_2 |
|
dtype: int32 |
|
- name: spiral-arm-count-candels_3 |
|
dtype: int32 |
|
- name: spiral-arm-count-candels_4 |
|
dtype: int32 |
|
- name: spiral-arm-count-candels_5-plus |
|
dtype: int32 |
|
- name: spiral-arm-count-candels_cant-tell |
|
dtype: int32 |
|
- name: bulge-size-candels_none |
|
dtype: int32 |
|
- name: bulge-size-candels_obvious |
|
dtype: int32 |
|
- name: bulge-size-candels_dominant |
|
dtype: int32 |
|
- name: merging-candels_merger |
|
dtype: int32 |
|
- name: merging-candels_tidal-debris |
|
dtype: int32 |
|
- name: merging-candels_both |
|
dtype: int32 |
|
- name: merging-candels_neither |
|
dtype: int32 |
|
- name: smooth-or-featured-hubble_smooth |
|
dtype: int32 |
|
- name: smooth-or-featured-hubble_features |
|
dtype: int32 |
|
- name: smooth-or-featured-hubble_artifact |
|
dtype: int32 |
|
- name: how-rounded-hubble_completely |
|
dtype: int32 |
|
- name: how-rounded-hubble_in-between |
|
dtype: int32 |
|
- name: how-rounded-hubble_cigar-shaped |
|
dtype: int32 |
|
- name: clumpy-appearance-hubble_yes |
|
dtype: int32 |
|
- name: clumpy-appearance-hubble_no |
|
dtype: int32 |
|
- name: clump-count-hubble_1 |
|
dtype: int32 |
|
- name: clump-count-hubble_2 |
|
dtype: int32 |
|
- name: clump-count-hubble_3 |
|
dtype: int32 |
|
- name: clump-count-hubble_4 |
|
dtype: int32 |
|
- name: clump-count-hubble_5-plus |
|
dtype: int32 |
|
- name: clump-count-hubble_cant-tell |
|
dtype: int32 |
|
- name: disk-edge-on-hubble_yes |
|
dtype: int32 |
|
- name: disk-edge-on-hubble_no |
|
dtype: int32 |
|
- name: bulge-shape-hubble_rounded |
|
dtype: int32 |
|
- name: bulge-shape-hubble_boxy |
|
dtype: int32 |
|
- name: bulge-shape-hubble_none |
|
dtype: int32 |
|
- name: bar-hubble_yes |
|
dtype: int32 |
|
- name: bar-hubble_no |
|
dtype: int32 |
|
- name: has-spiral-arms-hubble_yes |
|
dtype: int32 |
|
- name: has-spiral-arms-hubble_no |
|
dtype: int32 |
|
- name: spiral-winding-hubble_tight |
|
dtype: int32 |
|
- name: spiral-winding-hubble_medium |
|
dtype: int32 |
|
- name: spiral-winding-hubble_loose |
|
dtype: int32 |
|
- name: spiral-arm-count-hubble_1 |
|
dtype: int32 |
|
- name: spiral-arm-count-hubble_2 |
|
dtype: int32 |
|
- name: spiral-arm-count-hubble_3 |
|
dtype: int32 |
|
- name: spiral-arm-count-hubble_4 |
|
dtype: int32 |
|
- name: spiral-arm-count-hubble_5-plus |
|
dtype: int32 |
|
- name: spiral-arm-count-hubble_cant-tell |
|
dtype: int32 |
|
- name: bulge-size-hubble_none |
|
dtype: int32 |
|
- name: bulge-size-hubble_just-noticeable |
|
dtype: int32 |
|
- name: bulge-size-hubble_obvious |
|
dtype: int32 |
|
- name: bulge-size-hubble_dominant |
|
dtype: int32 |
|
- name: galaxy-symmetrical-hubble_yes |
|
dtype: int32 |
|
- name: galaxy-symmetrical-hubble_no |
|
dtype: int32 |
|
- name: clumps-embedded-larger-object-hubble_yes |
|
dtype: int32 |
|
- name: clumps-embedded-larger-object-hubble_no |
|
dtype: int32 |
|
- name: smooth-or-featured-ukidss_smooth |
|
dtype: int32 |
|
- name: smooth-or-featured-ukidss_featured-or-disk |
|
dtype: int32 |
|
- name: smooth-or-featured-ukidss_artifact |
|
dtype: int32 |
|
- name: disk-edge-on-ukidss_yes |
|
dtype: int32 |
|
- name: disk-edge-on-ukidss_no |
|
dtype: int32 |
|
- name: has-spiral-arms-ukidss_yes |
|
dtype: int32 |
|
- name: has-spiral-arms-ukidss_no |
|
dtype: int32 |
|
- name: bar-ukidss_yes |
|
dtype: int32 |
|
- name: bar-ukidss_no |
|
dtype: int32 |
|
- name: bulge-size-ukidss_dominant |
|
dtype: int32 |
|
- name: bulge-size-ukidss_obvious |
|
dtype: int32 |
|
- name: bulge-size-ukidss_just-noticeable |
|
dtype: int32 |
|
- name: bulge-size-ukidss_no |
|
dtype: int32 |
|
- name: something-odd-ukidss_yes |
|
dtype: int32 |
|
- name: something-odd-ukidss_no |
|
dtype: int32 |
|
- name: how-rounded-ukidss_round |
|
dtype: int32 |
|
- name: how-rounded-ukidss_in-between |
|
dtype: int32 |
|
- name: how-rounded-ukidss_cigar |
|
dtype: int32 |
|
- name: bulge-shape-ukidss_round |
|
dtype: int32 |
|
- name: bulge-shape-ukidss_boxy |
|
dtype: int32 |
|
- name: bulge-shape-ukidss_no-bulge |
|
dtype: int32 |
|
- name: spiral-winding-ukidss_tight |
|
dtype: int32 |
|
- name: spiral-winding-ukidss_medium |
|
dtype: int32 |
|
- name: spiral-winding-ukidss_loose |
|
dtype: int32 |
|
- name: spiral-arm-count-ukidss_1 |
|
dtype: int32 |
|
- name: spiral-arm-count-ukidss_2 |
|
dtype: int32 |
|
- name: spiral-arm-count-ukidss_3 |
|
dtype: int32 |
|
- name: spiral-arm-count-ukidss_4 |
|
dtype: int32 |
|
- name: spiral-arm-count-ukidss_more-than-4 |
|
dtype: int32 |
|
- name: spiral-arm-count-ukidss_cant-tell |
|
dtype: int32 |
|
- name: smooth-or-featured-cd_smooth |
|
dtype: int32 |
|
- name: smooth-or-featured-cd_featured-or-disk |
|
dtype: int32 |
|
- name: smooth-or-featured-cd_problem |
|
dtype: int32 |
|
- name: disk-edge-on-cd_yes |
|
dtype: int32 |
|
- name: disk-edge-on-cd_no |
|
dtype: int32 |
|
- name: has-spiral-arms-cd_yes |
|
dtype: int32 |
|
- name: has-spiral-arms-cd_no |
|
dtype: int32 |
|
- name: bar-cd_strong |
|
dtype: int32 |
|
- name: bar-cd_weak |
|
dtype: int32 |
|
- name: bar-cd_no |
|
dtype: int32 |
|
- name: bulge-size-cd_dominant |
|
dtype: int32 |
|
- name: bulge-size-cd_large |
|
dtype: int32 |
|
- name: bulge-size-cd_moderate |
|
dtype: int32 |
|
- name: bulge-size-cd_small |
|
dtype: int32 |
|
- name: bulge-size-cd_none |
|
dtype: int32 |
|
- name: how-rounded-cd_round |
|
dtype: int32 |
|
- name: how-rounded-cd_in-between |
|
dtype: int32 |
|
- name: how-rounded-cd_cigar-shaped |
|
dtype: int32 |
|
- name: edge-on-bulge-cd_boxy |
|
dtype: int32 |
|
- name: edge-on-bulge-cd_none |
|
dtype: int32 |
|
- name: edge-on-bulge-cd_rounded |
|
dtype: int32 |
|
- name: spiral-winding-cd_tight |
|
dtype: int32 |
|
- name: spiral-winding-cd_medium |
|
dtype: int32 |
|
- name: spiral-winding-cd_loose |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_1 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_2 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_3 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_4 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_more-than-4 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_cant-tell |
|
dtype: int32 |
|
- name: merging-cd_none |
|
dtype: int32 |
|
- name: merging-cd_minor-disturbance |
|
dtype: int32 |
|
- name: merging-cd_major-disturbance |
|
dtype: int32 |
|
- name: merging-cd_merger |
|
dtype: int32 |
|
- name: clumps-cd_yes |
|
dtype: int32 |
|
- name: clumps-cd_no |
|
dtype: int32 |
|
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splits: |
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num_bytes: 14908217366.0 |
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num_examples: 700184 |
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num_bytes: 3374081995.125 |
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num_examples: 150751 |
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download_size: 18104459483 |
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dataset_size: 18282299361.125 |
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|
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|
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|
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|
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|
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dtype: int32 |
|
- name: spiral-arm-count-cd_1 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_2 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_3 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_4 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_more-than-4 |
|
dtype: int32 |
|
- name: spiral-arm-count-cd_cant-tell |
|
dtype: int32 |
|
- name: merging-cd_none |
|
dtype: int32 |
|
- name: merging-cd_minor-disturbance |
|
dtype: int32 |
|
- name: merging-cd_major-disturbance |
|
dtype: int32 |
|
- name: merging-cd_merger |
|
dtype: int32 |
|
- name: clumps-cd_yes |
|
dtype: int32 |
|
- name: clumps-cd_no |
|
dtype: int32 |
|
- name: problem-cd_star |
|
dtype: int32 |
|
- name: problem-cd_artifact |
|
dtype: int32 |
|
- name: problem-cd_zoom |
|
dtype: int32 |
|
- name: artifact-cd_satellite |
|
dtype: int32 |
|
- name: artifact-cd_scattered |
|
dtype: int32 |
|
- name: artifact-cd_diffraction |
|
dtype: int32 |
|
- name: artifact-cd_ray |
|
dtype: int32 |
|
- name: artifact-cd_saturation |
|
dtype: int32 |
|
- name: artifact-cd_other |
|
dtype: int32 |
|
splits: |
|
- name: train |
|
num_bytes: 149326666.25 |
|
num_examples: 6998 |
|
- name: test |
|
num_bytes: 33586510.616 |
|
num_examples: 1503 |
|
download_size: 181219934 |
|
dataset_size: 182913176.866 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
- split: test |
|
path: data/test-* |
|
- config_name: tiny |
|
data_files: |
|
- split: train |
|
path: tiny/train-* |
|
- split: test |
|
path: tiny/test-* |
|
--- |
|
|
