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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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sequence: image |
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- name: source |
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dtype: string |
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- name: image_paths |
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sequence: string |
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- name: image_shot_types |
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sequence: string |
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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_skin_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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sequence: string |
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- name: combined_race |
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dtype: string |
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- name: textures |
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sequence: string |
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- name: body_parts |
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sequence: string |
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- name: condition_symptoms |
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sequence: string |
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- name: other_symptoms |
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sequence: string |
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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: gradable_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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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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# SCIN Dataset |
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## Dataset Description |
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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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This dataset contains 5033 samples in its train split. |
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This dataset includes image data. |
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### Splits |
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- **train**: 5033 samples |
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### Data Fields |
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The dataset includes the following columns: |
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- **case_id**: String data |
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- **images**: Sequence 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_skin_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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- **gradable_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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## Technical Details |
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- **Total samples**: 5033 |
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- **Number of splits**: 1 |
