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Datasets:
DermaVLM
/
derm12345

Tasks:
Image Classification
Modalities:
Image
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
Tags:
image-classification
computer-vision
skin-lesion
dermatology
medical-imaging
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files
xet
Community
derm12345
File size: 3,373 Bytes 
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---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: image_id
    dtype: string
  - name: patient_id
    dtype: string
  - name: image_type
    dtype:
      class_label:
        names:
          '0': dermoscopic
  - name: copyright-license
    dtype: string
  - name: split
    dtype: string
  - name: super_class
    dtype:
      class_label:
        names:
          '0': melanocytic
          '1': nonmelanocytic
  - name: malignancy
    dtype:
      class_label:
        names:
          '0': benign
          '1': indeterminate
          '2': malignant
  - name: main_class_1
    dtype:
      class_label:
        names:
          '0': banal
          '1': dysplastic
          '2': keratinocytic
          '3': melanoma
          '4': vascular
          '5': fibro_histiocytic
          '6': lentigo
  - name: main_class_2
    dtype:
      class_label:
        names:
          '0': compound
          '1': junctional
          '2': keratinocytic
          '3': melanoma
          '4': vascular
          '5': dermal
          '6': fibro_histiocytic
          '7': lentigo
          '8': recurrent
  - name: sub_class
    dtype:
      class_label:
        names:
          '0': acral
          '1': actinic_keratosis
          '2': acral_lentiginious
          '3': angiokeratoma
          '4': acral_nodular
          '5': basal_cell_carcinoma
          '6': bowen_disease
          '7': blue
          '8': compound
          '9': congenital
          '10': cutaneous_horn
          '11': dermal
          '12': dermatofibroma
          '13': dermatofibrosarcoma_protuberans
          '14': hemangioma
          '15': ink_spot_lentigo
          '16': junctional
          '17': kaposi_sarcoma
          '18': lymphangioma
          '19': lichenoid_keratosis
          '20': lentigo_maligna
          '21': lentigo_maligna_melanoma
          '22': lentigo_simplex
          '23': 'miescher '
          '24': melanoma
          '25': mammary_paget_disease
          '26': pyogenic_granuloma
          '27': recurrent
          '28': spider_angioma
          '29': squamous_cell_carcinoma
          '30': seborrheic_keratosis
          '31': solar_lentigo
          '32': spitz_reed
  - name: label
    dtype:
      class_label:
        names:
          '0': acb
          '1': acd
          '2': ajb
          '3': ajd
          '4': ak
          '5': alm
          '6': angk
          '7': anm
          '8': bcc
          '9': bd
          '10': bdb
          '11': cb
          '12': ccb
          '13': ccd
          '14': cd
          '15': ch
          '16': cjb
          '17': db
          '18': df
          '19': dfsp
          '20': ha
          '21': isl
          '22': jb
          '23': jd
          '24': ks
          '25': la
          '26': lk
          '27': lm
          '28': lmm
          '29': ls
          '30': mcb
          '31': mel
          '32': mpd
          '33': pg
          '34': rd
          '35': sa
          '36': scc
          '37': sk
          '38': sl
          '39': srjd
  splits:
  - name: train
    num_bytes: 7486706502.32
    num_examples: 9860
  - name: test
    num_bytes: 1536027097.91
    num_examples: 2485
  download_size: 6810263492
  dataset_size: 9022733600.23
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
---