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README.md
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@@ -11,6 +11,87 @@ source_datasets:
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task_categories:
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- image-classification
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- object-detection
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---
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# JWST Quality Analysis Dataset
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task_categories:
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- image-classification
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- object-detection
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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dataset_info:
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features:
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- name: id
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dtype: string
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- name: image
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dtype: string
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- name: target
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dtype: string
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- name: instrument
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dtype: string
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- name: filter
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dtype: string
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- name: date_obs
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dtype: string
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- name: exptime
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dtype: 'null'
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- name: ra
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dtype: 'null'
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- name: dec
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dtype: 'null'
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- name: program
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dtype: string
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- name: image_path
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dtype: string
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- name: width
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dtype: int64
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- name: height
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dtype: int64
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- name: total_pixels
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dtype: int64
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- name: mean_intensity
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dtype: float64
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- name: std_intensity
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dtype: float64
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- name: min_intensity
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dtype: float64
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- name: max_intensity
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dtype: float64
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- name: median_intensity
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dtype: float64
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- name: skewness
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dtype: float64
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- name: kurtosis
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dtype: float64
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- name: dynamic_range
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dtype: float64
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- name: noise_level
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dtype: float64
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- name: noise_std
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dtype: float64
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- name: signal_to_noise
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dtype: float64
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- name: saturated_pixels
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dtype: int64
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- name: saturation_percentage
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dtype: float64
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- name: is_saturated
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dtype: bool
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- name: cosmic_rays
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list:
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list: int64
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- name: hot_pixels
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list:
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list: int64
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- name: bad_pixels
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list: 'null'
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- name: artifact_count
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dtype: int64
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- name: quality_score
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dtype: float64
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splits:
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- name: train
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num_bytes: 18984918
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num_examples: 2709
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download_size: 3821834
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dataset_size: 18984918
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---
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# JWST Quality Analysis Dataset
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