README.md

metadata

dataset_info:
  features:
    - name: case_id
      dtype: string
    - name: images
      sequence: image
    - name: source
      dtype: string
    - name: image_paths
      sequence: string
    - name: image_shot_types
      sequence: string
    - name: release
      dtype: string
    - name: year
      dtype: int64
    - name: age_group
      dtype: string
    - name: sex_at_birth
      dtype: string
    - name: fitzpatrick_skin_type
      dtype: string
    - name: related_category
      dtype: string
    - name: condition_duration
      dtype: string
    - name: race_ethnicity
      sequence: string
    - name: combined_race
      dtype: string
    - name: textures
      sequence: string
    - name: body_parts
      sequence: string
    - name: condition_symptoms
      sequence: string
    - name: other_symptoms
      sequence: string
    - name: gradable_for_skin_condition_dermatologist_1
      dtype: string
    - name: gradable_for_skin_condition_dermatologist_2
      dtype: string
    - name: gradable_for_skin_condition_dermatologist_3
      dtype: string
    - name: dermatologist_skin_condition_on_label_name
      dtype: string
    - name: dermatologist_skin_condition_confidence
      dtype: string
    - name: weighted_skin_condition_label
      dtype: string
    - name: gradable_for_fitzpatrick_skin_type_dermatologist_1
      dtype: string
    - name: gradable_for_fitzpatrick_skin_type_dermatologist_2
      dtype: string
    - name: gradable_for_fitzpatrick_skin_type_dermatologist_3
      dtype: string
    - name: fitzpatrick_skin_type_label_dermatologist_1
      dtype: string
    - name: fitzpatrick_skin_type_label_dermatologist_2
      dtype: string
    - name: fitzpatrick_skin_type_label_dermatologist_3
      dtype: string
    - name: gradable_for_monk_skin_tone_india
      dtype: string
    - name: gradable_for_monk_skin_tone_us
      dtype: string
    - name: monk_skin_tone_label_india
      dtype: float32
    - name: monk_skin_tone_label_us
      dtype: float32
task_categories:
  - image-classification
language:
  - en
tags:
  - dataset
  - image
  - computer-vision
pretty_name: SCIN Dataset
size_categories:
  - 1K<n<10K

SCIN Dataset

Dataset Description

This dataset is a copy of SCIN Dataset which is shared with the license CC BY 4.0.

This dataset contains 5033 samples in its train split. This dataset includes image data.

Splits

• train: 5033 samples

Data Fields

The dataset includes the following columns:

• case_id: String data
• images: Sequence of image data
• source: String data
• image_paths: Sequence of strings (file paths to images)
• image_shot_types: Sequence of strings (shot type descriptors)
• release: String data
• year: Integer data
• age_group: String data
• sex_at_birth: String data
• fitzpatrick_skin_type: String data
• related_category: String data
• condition_duration: String data
• race_ethnicity: Sequence of strings
• combined_race: String data
• textures: Sequence of strings
• body_parts: Sequence of strings
• condition_symptoms: Sequence of strings
• other_symptoms: Sequence of strings
• gradable_for_skin_condition_dermatologist_1: String data
• gradable_for_skin_condition_dermatologist_2: String data
• gradable_for_skin_condition_dermatologist_3: String data
• dermatologist_skin_condition_on_label_name: String data
• dermatologist_skin_condition_confidence: String data
• weighted_skin_condition_label: String data
• gradable_for_fitzpatrick_skin_type_dermatologist_1: String data
• gradable_for_fitzpatrick_skin_type_dermatologist_2: String data
• gradable_for_fitzpatrick_skin_type_dermatologist_3: String data
• fitzpatrick_skin_type_label_dermatologist_1: String data
• fitzpatrick_skin_type_label_dermatologist_2: String data
• fitzpatrick_skin_type_label_dermatologist_3: String data
• gradable_for_monk_skin_tone_india: String data
• gradable_for_monk_skin_tone_us: String data
• monk_skin_tone_label_india: Float data
• monk_skin_tone_label_us: Float data

Technical Details

• Total samples: 5033
• Number of splits: 1