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minhnguyent546
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ich-17

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Image Classification

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The dataset viewer is not available for this split.

Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.

Error code:   FeaturesError
Exception:    UnicodeDecodeError
Message:      'utf-8' codec can't decode byte 0xff in position 0: invalid start byte
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 228, in compute_first_rows_from_streaming_response
                  iterable_dataset = iterable_dataset._resolve_features()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 3422, in _resolve_features
                  features = _infer_features_from_batch(self.with_format(None)._head())
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2187, in _head
                  return next(iter(self.iter(batch_size=n)))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2391, in iter
                  for key, example in iterator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1882, in __iter__
                  for key, pa_table in self._iter_arrow():
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1904, in _iter_arrow
                  yield from self.ex_iterable._iter_arrow()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 499, in _iter_arrow
                  for key, pa_table in iterator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 346, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/text/text.py", line 73, in _generate_tables
                  batch = f.read(self.config.chunksize)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 813, in read_with_retries
                  out = read(*args, **kwargs)
                File "/usr/local/lib/python3.9/codecs.py", line 322, in decode
                  (result, consumed) = self._buffer_decode(data, self.errors, final)
              UnicodeDecodeError: 'utf-8' codec can't decode byte 0xff in position 0: invalid start byte

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ICH-17 dataset

This repository contains the images of the Intangible Cultural Heritage (ICH) in the Mekong Delta composed of 17 classes (ICH-17). This dataset is first introduced in the paper "Stacking of SVMs for classifying intangible cultural heritage images" [1].

The ICH-17 dataset is built by querying a text-based web search engine of Google, after which they manually annotated them. This dataset is part of the Aniage project (High Dimensional Heterogeneous Data based Animation Techniques for Southeast Asian ICH Digital Content).

Details for the ICH-17 dataset

Class ID	Class Name	Train	Test	Total
1	Đờn ca Tài tử Nam Bộ Art of Don ca Tai tu music and song in southern Viet Nam	461	52	513
2	Nghệ thuật Chầm riêng chà pây của người Khmer Khmer Cham rieng cha pay art	166	19	185
3	Nghề dệt chiếu Mat weaving	577	65	642
4	Lễ hội cúng biển Mỹ Long My Long Sea worship festival	358	40	398
5	Nghệ thuật sân khấu Dù Kê của người Khmer Du Ke (or Lakhon Bassac) Theater Arts of the Khmer people	363	41	404
6	Lễ hội Ok Om Bok của người Khmer Khmer Ok Om Bok festival	418	47	465
7	Lễ hội Vía Bà Chúa Xứ núi Sam Festival of Ba Chua Xu Goddess at Sam Mountain	364	41	405
8	Đại lễ Kỳ yên Đình Tân Phước Tây Tan Phuoc Tay temple Ky Yen ceremony	200	23	223
9	Lễ hội vía Bà Ngũ hành Festival of the Five Elements Goddess	512	57	569
10	Lễ làm chay Tam Vu’s Alms Giving festival/Tam Vu’s Making Offerings festival	328	37	365
11	Nghề đóng xuồng ghe Long định The craft of building wooden boats in Long Dinh	252	29	281
12	Nghề đan tre Bamboo weaving	574	65	639
13	Lễ cúng Việc Ancestor worship ceremony/Ancestral ritual	402	45	447
14	Lễ hội Đua bò Bảy Núi Bay Nui bull racing festival	404	45	449
15	Lễ hội Nghinh Ông Nghinh Ong festival/Whale worship festival	470	52	522
16	Lễ hội anh hùng Trương The Death Anniversary of National Hero Truong Dinh	324	37	361
17	Văn hóa Chợ nổi Cái Răng Cai Rang floating market culture	484	54	538
Total		6657	749	7406

Dataset notes

Dataset	Description
ich-17.orig_by_author.zip	This is the original dataset used in previous work [1]
ich-17.tar.gz	The `train` split in ich-17.orig_by_author.zip is split into new `train` and `val` splits, the `test` split is untouched. Also, images are renamed to have consistent name format

References

[1] Do, T.N., Pham, T.P., Pham, N.K., Nguyen, H.H., Tabia, K., Benferhat, S.: Stacking of svms for classifying intangible cultural heritage images. In: Le Thi, H.A., Le, H.M., Pham Dinh, T., Nguyen, N.T. (eds.) Advanced Computational Methods for Knowledge Engineering. pp. 186–196. Springer International Publishing, Cham (2020)

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