jewelry-design-dataset

Error code:   StreamingRowsError
Exception:    ValueError
Message:      Invalid string class label jewelry-design-dataset@b5446655e2deeb009ac9a909bf9bbe2c78e4d3a7
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
                  return get_rows(
                         ^^^^^^^^^
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2543, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2060, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2092, in _iter_arrow
                  pa_table = cast_table_to_features(pa_table, self.features)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2197, in cast_table_to_features
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1795, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1995, in cast_array_to_feature
                  return feature.cast_storage(array)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1169, in cast_storage
                  [self._strval2int(label) if label is not None else None for label in storage.to_pylist()]
                   ^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1098, in _strval2int
                  raise ValueError(f"Invalid string class label {value}")
              ValueError: Invalid string class label jewelry-design-dataset@b5446655e2deeb009ac9a909bf9bbe2c78e4d3a7

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💎 Jewelry Text-to-Image Fine-Tuning Dataset

This dataset is created for fine-tuning Stable Diffusion XL (SDXL) models to generate realistic and diverse images of jewelry — including rings, bracelets, necklaces, and earrings.

📦 Dataset Summary

The dataset includes over 6,100 high-resolution images of jewelry, organized into four categories. It was collected from various sources and manually curated. Each image is associated with a simple or structured caption describing the type of jewelry for text-to-image fine-tuning.

📁 Structure

jewelry-sdxl-dataset/:
  - bracelet/               # 888 images
  - earring_best/           # 3,298 images
  - necklace/               # 1,738 images
  - ring_best/              # 233 images
  - captions.csv or .txt    # (Optional) image-to-text mapping for training

You can convert folder names into prompts like:

a high quality photo of a gold bracelet
a stylish diamond ring on white background

🧠 Intended Uses

Fine-tuning Stable Diffusion XL for jewelry generation
Fashion product mockups & concept design
E-commerce image augmentation
AI-generated advertising material
Generative research in domain-specific design

🧪 Example Prompts

You can use this dataset with --train_text_encoder and prompts like:

a luxury diamond ring on a black velvet
a pair of gold earrings with pearls
a necklace with a heart-shaped pendant

🔓 License

This dataset is available under the MIT License. You are free to use it in research, commercial, and open-source projects with attribution.

📬 Creator

Siddharth Patel (@sidd707)
Built for generative AI research and diffusion model fine-tuning.
Contact: sidd707888@gmail.com

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