README.md

---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: text
    dtype: string
  - name: file_name
    dtype: string
  - name: synthetic_type
    dtype:
      class_label:
        names:
          '0': healthy
          '1': lesion-mapped
          '2': semantic
  - name: prompt_healthy_image_id
    dtype: int32
  - name: prompt_healthy_image_skin_tone
    dtype: int32
  - name: prompt_healthy_image_has_ruler
    dtype: bool
  - name: prompt_disease
    dtype: string
  - name: prompt_disease_malignancy
    dtype: float32
  - name: prompt_text_skin_tone
    dtype: float32
  - name: parametric_synthetic
    dtype: float32
  - name: training_samples
    dtype: float32
  splits:
  - name: train
    num_bytes: 25165990894.36
    num_examples: 266136
  download_size: 9154922115
  dataset_size: 25165990894.36
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
license: apache-2.0
task_categories:
- image-to-image
- text-to-image
- image-classification
language:
- en
tags:
- medical
pretty_name: cgDDI
size_categories:
- 100K<n<1M
---
# Dataset Card for cgDDI

This repository is the official dataset of cgDDI: Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification which is currently under review. As this paper is not openly distributed (or on Arxiv), the method detail here will be minimal.

## 🥐 Croissant File 🥐
We host a dedicated and manually extended croissant file, expanding on the one automatically generated by HuggingFace. This file includes RAI fields and additional metadata useful to the research community. It is available on this repo, direct link here: https://huggingface.co/datasets/hcarrion/ControllabeGenDDI/resolve/main/croissant_rai.json


## Dataset Details

We do not re-host previous artifacts, thus remember to fetch the original DDI dataset at https://ddi-dataset.github.io/ and the sDDI masks from https://github.com/hectorcarrion/FEDD.

Further discussed on the manuscript. Soon to be added here post-review!

## Code

All code can be found on https://github.com/hectorcarrion/ControllableGenDDI along with a README.

## Models

Models can be found at the following links:

1. https://huggingface.co/hcarrion/xanthogranuloma
2. https://huggingface.co/hcarrion/verruciform_xanthoma
3. https://huggingface.co/hcarrion/verruca_vulgaris
4. https://huggingface.co/hcarrion/trichofolliculoma
5. https://huggingface.co/hcarrion/trichilemmoma
6. https://huggingface.co/hcarrion/traumatic_injury
7. https://huggingface.co/hcarrion/tinea_pedis
8. https://huggingface.co/hcarrion/syringocystadenoma_papilliferum
9. https://huggingface.co/hcarrion/squamous_cell_carcinoma
10. https://huggingface.co/hcarrion/spindle_cell_nevus_of_Reed
11. https://huggingface.co/hcarrion/solar_lentigo
12. https://huggingface.co/hcarrion/seborrheic_keratosis
13. https://huggingface.co/hcarrion/sebaceous_carcinoma
14. https://huggingface.co/hcarrion/morphea
15. https://huggingface.co/hcarrion/scar
16. https://huggingface.co/hcarrion/reactive_lymphoid_hyperplasia
17. https://huggingface.co/hcarrion/pyogenic_granuloma
18. https://huggingface.co/hcarrion/prurigo_nodularis
19. https://huggingface.co/hcarrion/onychomycosis
20. https://huggingface.co/hcarrion/nevus_lipomatosus_superficialis
21. https://huggingface.co/hcarrion/nevus
22. https://huggingface.co/hcarrion/neuroma
23. https://huggingface.co/hcarrion/neurofibroma
24. https://huggingface.co/hcarrion/molluscum_contagiosum
25. https://huggingface.co/hcarrion/metastatic_carcinoma
26. https://huggingface.co/hcarrion/melanoma
27. https://huggingface.co/hcarrion/lymphocytic_infiltrations
28. https://huggingface.co/hcarrion/lipoma
29. https://huggingface.co/hcarrion/lichenoid_keratosis
30. https://huggingface.co/hcarrion/leukemia_cutis
31. https://huggingface.co/hcarrion/keloid
32. https://huggingface.co/hcarrion/kaposi_sarcoma
33. https://huggingface.co/hcarrion/hyperpigmentation
34. https://huggingface.co/hcarrion/hematoma
35. https://huggingface.co/hcarrion/graft-vs-host_disease
36. https://huggingface.co/hcarrion/glomangioma
37. https://huggingface.co/hcarrion/foreign_body_granuloma
38. https://huggingface.co/hcarrion/folliculitis
39. https://huggingface.co/hcarrion/focal-acral-hyperkeratosis
40. https://huggingface.co/hcarrion/fibrous_papule
41. https://huggingface.co/hcarrion/epidermal_nevus
42. https://huggingface.co/hcarrion/epidermal_cyst
43. https://huggingface.co/hcarrion/atopic_dermatitis
44. https://huggingface.co/hcarrion/eccrine_poroma
45. https://huggingface.co/hcarrion/dermatomyositis
46. https://huggingface.co/hcarrion/dermatofibroma
47. https://huggingface.co/hcarrion/cutaneous_T-cell_lymphoma
48. https://huggingface.co/hcarrion/condyloma_acuminatum
49. https://huggingface.co/hcarrion/coccidioidomycosis
50. https://huggingface.co/hcarrion/clear_cell_acanthoma
51. https://huggingface.co/hcarrion/chondroid_syringoma
52. https://huggingface.co/hcarrion/cellular_neurothekeoma
53. https://huggingface.co/hcarrion/blue_nevus
54. https://huggingface.co/hcarrion/blastic_plasmacytoid_dendritic_cell_neoplasm
55. https://huggingface.co/hcarrion/benign_keratosis
56. https://huggingface.co/hcarrion/basal_cell_carcinoma
57. https://huggingface.co/hcarrion/arteriovenous_hemangioma
58. https://huggingface.co/hcarrion/angioma
59. https://huggingface.co/hcarrion/angioleiomyoma
60. https://huggingface.co/hcarrion/actinic_keratosis
61. https://huggingface.co/hcarrion/acrochordon
62. https://huggingface.co/hcarrion/acral_melanotic_macule
63. https://huggingface.co/hcarrion/acquired_digital_fibrokeratoma
64. https://huggingface.co/hcarrion/acne-cystic
65. https://huggingface.co/hcarrion/abscess

## Usage Terms
We release this data, code and models with the intent of academic use and to promote fairness research. We do not allow un-ethical usage of these artifacts.