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Datasets:
ekacare
/
SCIN

Tasks:
Image Classification
Modalities:
Image
Text
Formats:
parquet
Languages:
English
Size:
1K - 10K
Tags:
dataset
image
computer-vision
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+ ---
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+
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+ dataset_info:
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+ features:
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+ - name: case_id
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+ dtype: string
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+ - name: images
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+ dtype: images list
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+ - name: source
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+ dtype: string
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+ - name: image_paths
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+ dtype: sequence
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+ - name: image_shot_types
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+ dtype: sequence
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+ - name: release
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+ dtype: string
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+ - name: year
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+ dtype: int64
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+ - name: age_group
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+ dtype: string
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+ - name: sex_at_birth
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+ dtype: string
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+ - name: fitzpatrick_scin_type
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+ dtype: string
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+ - name: related_category
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+ dtype: string
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+ - name: condition_duration
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+ dtype: string
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+ - name: race_ethnicity
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+ dtype: sequence
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+ - name: combined_race
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+ dtype: string
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+ - name: textures
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+ dtype: sequence
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+ - name: body_parts
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+ dtype: sequence
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+ - name: condition_symptoms
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+ dtype: sequence
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+ - name: other_symptoms
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+ dtype: sequence
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+ - name: gradable_for_skin_condition_dermatologist_1
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+ dtype: string
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+ - name: gradable_for_skin_condition_dermatologist_2
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+ dtype: string
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+ - name: gradabale_for_skin_condition_dermatologist_3
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+ dtype: string
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+ - name: dermatologist_skin_condition_on_label_name
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+ dtype: string
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+ - name: dermatologist_skin_condition_confidence
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+ dtype: string
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+ - name: weighted_skin_condition_label
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+ dtype: string
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+ - name: gradable_for_fitzpatrick_skin_type_dermatologist_1
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+ dtype: string
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+ - name: gradable_for_fitzpatrick_skin_type_dermatologist_2
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+ dtype: string
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+ - name: gradable_for_fitzpatrick_skin_type_dermatologist_3
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+ dtype: string
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+ - name: fitzpatrick_skin_type_label_dermatologist_1
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+ dtype: string
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+ - name: fitzpatrick_skin_type_label_dermatologist_2
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+ dtype: string
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+ - name: fitzpatrick_skin_type_label_dermatologist_3
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+ dtype: string
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+ - name: gradable_for_monk_skin_tone_india
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+ dtype: string
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+ - name: gradable_for_monk_skin_tone_us
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+ dtype: string
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+ - name: monk_skin_tone_label_india
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+ dtype: float32
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+ - name: monk_skin_tone_label_us
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+ dtype: float32
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+ task_categories:
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+ - image-classification
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+ - computer-vision
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+ language:
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+ - en
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+ tags:
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+ - dataset
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+ - image
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+ - computer-vision
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+ pretty_name: SCIN Dataset
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+ size_categories:
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+ - 1K<n<10K
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+ ---
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+
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+ # SCIN Dataset
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+
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+ ## Dataset Description
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+
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+ This dataset is a copy of [SCIN Dataset](https://zenodo.org/records/10819504) which is shared with the license CC BY 4.0.
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+
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+ This dataset contains 5033 samples in its train split.
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+ This dataset includes image data.
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+
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+ ### Splits
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+
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+ - **train**: 5033 samples
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+
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+ ### Data Fields
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+
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+ The dataset includes the following columns:
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+
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+ - **case_id**: String data
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+ - **images**: List of image data
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+ - **source**: String data
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+ - **image_paths**: Sequence of strings (file paths to images)
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+ - **image_shot_types**: Sequence of strings (shot type descriptors)
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+ - **release**: String data
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+ - **year**: Integer data
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+ - **age_group**: String data
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+ - **sex_at_birth**: String data
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+ - **fitzpatrick_scin_type**: String data
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+ - **related_category**: String data
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+ - **condition_duration**: String data
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+ - **race_ethnicity**: Sequence of strings
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+ - **combined_race**: String data
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+ - **textures**: Sequence of strings
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+ - **body_parts**: Sequence of strings
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+ - **condition_symptoms**: Sequence of strings
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+ - **other_symptoms**: Sequence of strings
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+ - **gradable_for_skin_condition_dermatologist_1**: String data
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+ - **gradable_for_skin_condition_dermatologist_2**: String data
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+ - **gradabale_for_skin_condition_dermatologist_3**: String data
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+ - **dermatologist_skin_condition_on_label_name**: String data
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+ - **dermatologist_skin_condition_confidence**: String data
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+ - **weighted_skin_condition_label**: String data
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+ - **gradable_for_fitzpatrick_skin_type_dermatologist_1**: String data
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+ - **gradable_for_fitzpatrick_skin_type_dermatologist_2**: String data
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+ - **gradable_for_fitzpatrick_skin_type_dermatologist_3**: String data
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+ - **fitzpatrick_skin_type_label_dermatologist_1**: String data
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+ - **fitzpatrick_skin_type_label_dermatologist_2**: String data
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+ - **fitzpatrick_skin_type_label_dermatologist_3**: String data
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+ - **gradable_for_monk_skin_tone_india**: String data
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+ - **gradable_for_monk_skin_tone_us**: String data
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+ - **monk_skin_tone_label_india**: Float data
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+ - **monk_skin_tone_label_us**: Float data
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+
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+ ## Technical Details
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+
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+ - **Total samples**: 5033
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+ - **Number of splits**: 1