Add dataset card and loading script
Browse files
README.md
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1 |
+
|
2 |
+
---
|
3 |
+
# This is a Dataset Card in YAML format.
|
4 |
+
language: # Add all your language codes here
|
5 |
+
- en
|
6 |
+
- vi
|
7 |
+
- fr
|
8 |
+
- de
|
9 |
+
- es
|
10 |
+
- ru
|
11 |
+
- ko
|
12 |
+
- zh
|
13 |
+
- ja
|
14 |
+
- th
|
15 |
+
- id
|
16 |
+
- ms
|
17 |
+
- ar
|
18 |
+
- hi
|
19 |
+
- tr
|
20 |
+
- pt
|
21 |
+
task_categories:
|
22 |
+
- question-answering
|
23 |
+
- visual-question-answering
|
24 |
+
# This section defines the different subsets (configurations)
|
25 |
+
configs:
|
26 |
+
- config_name: English
|
27 |
+
data_files:
|
28 |
+
- split: train
|
29 |
+
path: data/english/train.parquet
|
30 |
+
- split: test
|
31 |
+
path: data/english/test.parquet
|
32 |
+
- config_name: Vietnamese
|
33 |
+
data_files:
|
34 |
+
- split: train
|
35 |
+
path: data/vietnamese/train.parquet
|
36 |
+
- split: test
|
37 |
+
path: data/vietnamese/test.parquet
|
38 |
+
- config_name: French
|
39 |
+
data_files:
|
40 |
+
- split: train
|
41 |
+
path: data/french/train.parquet
|
42 |
+
- split: test
|
43 |
+
path: data/french/test.parquet
|
44 |
+
- config_name: German
|
45 |
+
data_files:
|
46 |
+
- split: train
|
47 |
+
path: data/german/train.parquet
|
48 |
+
- split: test
|
49 |
+
path: data/german/test.parquet
|
50 |
+
- config_name: Spanish
|
51 |
+
data_files:
|
52 |
+
- split: train
|
53 |
+
path: data/spanish/train.parquet
|
54 |
+
- split: test
|
55 |
+
path: data/spanish/test.parquet
|
56 |
+
- config_name: Russian
|
57 |
+
data_files:
|
58 |
+
- split: train
|
59 |
+
path: data/russian/train.parquet
|
60 |
+
- split: test
|
61 |
+
path: data/russian/test.parquet
|
62 |
+
- config_name: Korean
|
63 |
+
data_files:
|
64 |
+
- split: train
|
65 |
+
path: data/korean/train.parquet
|
66 |
+
- split: test
|
67 |
+
path: data/korean/test.parquet
|
68 |
+
- config_name: Mandarin
|
69 |
+
data_files:
|
70 |
+
- split: train
|
71 |
+
path: data/mandarin/train.parquet
|
72 |
+
- split: test
|
73 |
+
path: data/mandarin/test.parquet
|
74 |
+
- config_name: Japanese
|
75 |
+
data_files:
|
76 |
+
- split: train
|
77 |
+
path: data/japanese/train.parquet
|
78 |
+
- split: test
|
79 |
+
path: data/japanese/test.parquet
|
80 |
+
- config_name: Thai
|
81 |
+
data_files:
|
82 |
+
- split: train
|
83 |
+
path: data/thai/train.parquet
|
84 |
+
- split: test
|
85 |
+
path: data/thai/test.parquet
|
86 |
+
- config_name: Indonesian
|
87 |
+
data_files:
|
88 |
+
- split: train
|
89 |
+
path: data/indonesian/train.parquet
|
90 |
+
- split: test
|
91 |
+
path: data/indonesian/test.parquet
|
92 |
+
- config_name: Malay
|
93 |
+
data_files:
|
94 |
+
- split: train
|
95 |
+
path: data/malay/train.parquet
|
96 |
+
- split: test
|
97 |
+
path: data/malay/test.parquet
|
98 |
+
- config_name: Arabic
|
99 |
+
data_files:
|
100 |
+
- split: train
|
101 |
+
path: data/arabic/train.parquet
|
102 |
+
- split: test
|
103 |
+
path: data/arabic/test.parquet
|
104 |
+
- config_name: Hindi
|
105 |
+
data_files:
|
106 |
+
- split: train
|
107 |
+
path: data/hindi/train.parquet
|
108 |
+
- split: test
|
109 |
+
path: data/hindi/test.parquet
|
110 |
+
- config_name: Turkish
|
111 |
+
data_files:
|
112 |
+
- split: train
|
113 |
+
path: data/turkish/train.parquet
|
114 |
+
- split: test
|
115 |
+
path: data/turkish/test.parquet
|
116 |
+
- config_name: Portuguese
|
117 |
+
data_files:
|
118 |
+
- split: train
|
119 |
+
path: data/portuguese/train.parquet
|
120 |
+
- split: test
|
121 |
+
path: data/portuguese/test.parquet
|
122 |
+
|
123 |
+
# This section provides detailed information for the Dataset Viewer
|
124 |
+
dataset_info:
|
125 |
+
- config_name: English
|
126 |
+
features:
|
127 |
+
- name: No.
|
128 |
+
dtype: int64
|
129 |
+
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|
626 |
+
dtype: string
|
627 |
+
- name: A4
|
628 |
+
dtype: string
|
629 |
+
- name: Notes
|
630 |
+
dtype: string
|
631 |
+
- name: image
|
632 |
+
dtype: image
|
633 |
+
- name: image_with_bboxes
|
634 |
+
dtype: image
|
635 |
+
- name: Google Drive Link
|
636 |
+
dtype: string
|
637 |
+
- name: rotated_link
|
638 |
+
dtype: string
|
639 |
+
|
640 |
+
splits:
|
641 |
+
- name: train
|
642 |
+
num_examples: 10783
|
643 |
+
- name: test
|
644 |
+
num_examples: 1542
|
645 |
+
- config_name: Indonesian
|
646 |
+
features:
|
647 |
+
- name: No.
|
648 |
+
dtype: int64
|
649 |
+
- name: Patient ID
|
650 |
+
dtype: string
|
651 |
+
- name: Slide
|
652 |
+
dtype: string
|
653 |
+
- name: Deliverable
|
654 |
+
dtype: string
|
655 |
+
- name: Original
|
656 |
+
dtype: string
|
657 |
+
- name: Status
|
658 |
+
dtype: string
|
659 |
+
- name: Remove Status
|
660 |
+
dtype: string
|
661 |
+
- name: Doctor
|
662 |
+
dtype: string
|
663 |
+
- name: Start date
|
664 |
+
dtype: float64
|
665 |
+
- name: Q1
|
666 |
+
dtype: string
|
667 |
+
- name: A1
|
668 |
+
dtype: string
|
669 |
+
- name: Q2
|
670 |
+
dtype: string
|
671 |
+
- name: A2
|
672 |
+
dtype: string
|
673 |
+
- name: Q3
|
674 |
+
dtype: string
|
675 |
+
- name: A3
|
676 |
+
dtype: string
|
677 |
+
- name: Q4
|
678 |
+
dtype: string
|
679 |
+
- name: A4
|
680 |
+
dtype: string
|
681 |
+
- name: Notes
|
682 |
+
dtype: string
|
683 |
+
- name: image
|
684 |
+
dtype: image
|
685 |
+
- name: image_with_bboxes
|
686 |
+
dtype: image
|
687 |
+
- name: Google Drive Link
|
688 |
+
dtype: string
|
689 |
+
- name: rotated_link
|
690 |
+
dtype: string
|
691 |
+
|
692 |
+
splits:
|
693 |
+
- name: train
|
694 |
+
num_examples: 10783
|
695 |
+
- name: test
|
696 |
+
num_examples: 1542
|
697 |
+
- config_name: Malay
|
698 |
+
features:
|
699 |
+
- name: No.
|
700 |
+
dtype: int64
|
701 |
+
- name: Patient ID
|
702 |
+
dtype: string
|
703 |
+
- name: Slide
|
704 |
+
dtype: string
|
705 |
+
- name: Deliverable
|
706 |
+
dtype: string
|
707 |
+
- name: Original
|
708 |
+
dtype: string
|
709 |
+
- name: Status
|
710 |
+
dtype: string
|
711 |
+
- name: Remove Status
|
712 |
+
dtype: string
|
713 |
+
- name: Doctor
|
714 |
+
dtype: string
|
715 |
+
- name: Start date
|
716 |
+
dtype: float64
|
717 |
+
- name: Q1
|
718 |
+
dtype: string
|
719 |
+
- name: A1
|
720 |
+
dtype: string
|
721 |
+
- name: Q2
|
722 |
+
dtype: string
|
723 |
+
- name: A2
|
724 |
+
dtype: string
|
725 |
+
- name: Q3
|
726 |
+
dtype: string
|
727 |
+
- name: A3
|
728 |
+
dtype: string
|
729 |
+
- name: Q4
|
730 |
+
dtype: string
|
731 |
+
- name: A4
|
732 |
+
dtype: string
|
733 |
+
- name: Notes
|
734 |
+
dtype: string
|
735 |
+
- name: image
|
736 |
+
dtype: image
|
737 |
+
- name: image_with_bboxes
|
738 |
+
dtype: image
|
739 |
+
- name: Google Drive Link
|
740 |
+
dtype: string
|
741 |
+
- name: rotated_link
|
742 |
+
dtype: string
|
743 |
+
|
744 |
+
splits:
|
745 |
+
- name: train
|
746 |
+
num_examples: 10783
|
747 |
+
- name: test
|
748 |
+
num_examples: 1542
|
749 |
+
- config_name: Arabic
|
750 |
+
features:
|
751 |
+
- name: No.
|
752 |
+
dtype: int64
|
753 |
+
- name: Patient ID
|
754 |
+
dtype: string
|
755 |
+
- name: Slide
|
756 |
+
dtype: string
|
757 |
+
- name: Deliverable
|
758 |
+
dtype: string
|
759 |
+
- name: Original
|
760 |
+
dtype: string
|
761 |
+
- name: Status
|
762 |
+
dtype: string
|
763 |
+
- name: Remove Status
|
764 |
+
dtype: string
|
765 |
+
- name: Doctor
|
766 |
+
dtype: string
|
767 |
+
- name: Start date
|
768 |
+
dtype: float64
|
769 |
+
- name: Q1
|
770 |
+
dtype: string
|
771 |
+
- name: A1
|
772 |
+
dtype: string
|
773 |
+
- name: Q2
|
774 |
+
dtype: string
|
775 |
+
- name: A2
|
776 |
+
dtype: string
|
777 |
+
- name: Q3
|
778 |
+
dtype: string
|
779 |
+
- name: A3
|
780 |
+
dtype: string
|
781 |
+
- name: Q4
|
782 |
+
dtype: string
|
783 |
+
- name: A4
|
784 |
+
dtype: string
|
785 |
+
- name: Notes
|
786 |
+
dtype: string
|
787 |
+
- name: image
|
788 |
+
dtype: image
|
789 |
+
- name: image_with_bboxes
|
790 |
+
dtype: image
|
791 |
+
- name: Google Drive Link
|
792 |
+
dtype: string
|
793 |
+
- name: rotated_link
|
794 |
+
dtype: string
|
795 |
+
|
796 |
+
splits:
|
797 |
+
- name: train
|
798 |
+
num_examples: 10783
|
799 |
+
- name: test
|
800 |
+
num_examples: 1542
|
801 |
+
- config_name: Hindi
|
802 |
+
features:
|
803 |
+
- name: No.
|
804 |
+
dtype: int64
|
805 |
+
- name: Patient ID
|
806 |
+
dtype: string
|
807 |
+
- name: Slide
|
808 |
+
dtype: string
|
809 |
+
- name: Deliverable
|
810 |
+
dtype: string
|
811 |
+
- name: Original
|
812 |
+
dtype: string
|
813 |
+
- name: Status
|
814 |
+
dtype: string
|
815 |
+
- name: Remove Status
|
816 |
+
dtype: string
|
817 |
+
- name: Doctor
|
818 |
+
dtype: string
|
819 |
+
- name: Start date
|
820 |
+
dtype: float64
|
821 |
+
- name: Q1
|
822 |
+
dtype: string
|
823 |
+
- name: A1
|
824 |
+
dtype: string
|
825 |
+
- name: Q2
|
826 |
+
dtype: string
|
827 |
+
- name: A2
|
828 |
+
dtype: string
|
829 |
+
- name: Q3
|
830 |
+
dtype: string
|
831 |
+
- name: A3
|
832 |
+
dtype: string
|
833 |
+
- name: Q4
|
834 |
+
dtype: string
|
835 |
+
- name: A4
|
836 |
+
dtype: string
|
837 |
+
- name: Notes
|
838 |
+
dtype: string
|
839 |
+
- name: image
|
840 |
+
dtype: image
|
841 |
+
- name: image_with_bboxes
|
842 |
+
dtype: image
|
843 |
+
- name: Google Drive Link
|
844 |
+
dtype: string
|
845 |
+
- name: rotated_link
|
846 |
+
dtype: string
|
847 |
+
|
848 |
+
splits:
|
849 |
+
- name: train
|
850 |
+
num_examples: 10783
|
851 |
+
- name: test
|
852 |
+
num_examples: 1542
|
853 |
+
- config_name: Turkish
|
854 |
+
features:
|
855 |
+
- name: No.
|
856 |
+
dtype: int64
|
857 |
+
- name: Patient ID
|
858 |
+
dtype: string
|
859 |
+
- name: Slide
|
860 |
+
dtype: string
|
861 |
+
- name: Deliverable
|
862 |
+
dtype: string
|
863 |
+
- name: Original
|
864 |
+
dtype: string
|
865 |
+
- name: Status
|
866 |
+
dtype: string
|
867 |
+
- name: Remove Status
|
868 |
+
dtype: string
|
869 |
+
- name: Doctor
|
870 |
+
dtype: string
|
871 |
+
- name: Start date
|
872 |
+
dtype: float64
|
873 |
+
- name: Q1
|
874 |
+
dtype: string
|
875 |
+
- name: A1
|
876 |
+
dtype: string
|
877 |
+
- name: Q2
|
878 |
+
dtype: string
|
879 |
+
- name: A2
|
880 |
+
dtype: string
|
881 |
+
- name: Q3
|
882 |
+
dtype: string
|
883 |
+
- name: A3
|
884 |
+
dtype: string
|
885 |
+
- name: Q4
|
886 |
+
dtype: string
|
887 |
+
- name: A4
|
888 |
+
dtype: string
|
889 |
+
- name: Notes
|
890 |
+
dtype: string
|
891 |
+
- name: image
|
892 |
+
dtype: image
|
893 |
+
- name: image_with_bboxes
|
894 |
+
dtype: image
|
895 |
+
- name: Google Drive Link
|
896 |
+
dtype: string
|
897 |
+
- name: rotated_link
|
898 |
+
dtype: string
|
899 |
+
|
900 |
+
splits:
|
901 |
+
- name: train
|
902 |
+
num_examples: 10783
|
903 |
+
- name: test
|
904 |
+
num_examples: 1542
|
905 |
+
- config_name: Portuguese
|
906 |
+
features:
|
907 |
+
- name: No.
|
908 |
+
dtype: int64
|
909 |
+
- name: Patient ID
|
910 |
+
dtype: string
|
911 |
+
- name: Slide
|
912 |
+
dtype: string
|
913 |
+
- name: Deliverable
|
914 |
+
dtype: string
|
915 |
+
- name: Original
|
916 |
+
dtype: string
|
917 |
+
- name: Status
|
918 |
+
dtype: string
|
919 |
+
- name: Remove Status
|
920 |
+
dtype: string
|
921 |
+
- name: Doctor
|
922 |
+
dtype: string
|
923 |
+
- name: Start date
|
924 |
+
dtype: float64
|
925 |
+
- name: Q1
|
926 |
+
dtype: string
|
927 |
+
- name: A1
|
928 |
+
dtype: string
|
929 |
+
- name: Q2
|
930 |
+
dtype: string
|
931 |
+
- name: A2
|
932 |
+
dtype: string
|
933 |
+
- name: Q3
|
934 |
+
dtype: string
|
935 |
+
- name: A3
|
936 |
+
dtype: string
|
937 |
+
- name: Q4
|
938 |
+
dtype: string
|
939 |
+
- name: A4
|
940 |
+
dtype: string
|
941 |
+
- name: Notes
|
942 |
+
dtype: string
|
943 |
+
- name: image
|
944 |
+
dtype: image
|
945 |
+
- name: image_with_bboxes
|
946 |
+
dtype: image
|
947 |
+
- name: Google Drive Link
|
948 |
+
dtype: string
|
949 |
+
- name: rotated_link
|
950 |
+
dtype: string
|
951 |
+
|
952 |
+
splits:
|
953 |
+
- name: train
|
954 |
+
num_examples: 10783
|
955 |
+
- name: test
|
956 |
+
num_examples: 1542
|
957 |
+
---
|
958 |
+
|
959 |
+
# My Final Multilingual Medical VQA Dataset
|
960 |
+
|
961 |
+
This dataset is organized into multiple configurations (subsets), one for each language.
|
962 |
+
You can load a specific language subset like this:
|
963 |
+
|
964 |
+
```python
|
965 |
+
from datasets import load_dataset
|
966 |
+
|
967 |
+
# Load the Vietnamese training data
|
968 |
+
vi_train = load_dataset("tungvu3196/vlm-projects-multi-lang-final-v2", "Vietnamese", split="train")
|
969 |
+
|
970 |
+
# Load the English testing data
|
971 |
+
en_test = load_dataset("tungvu3196/vlm-projects-multi-lang-final-v2", "English", split="test")
|