Datasets:
Commit ·
3afcc73
1
Parent(s): 0b3c4d1
Upload parquet shard asset: README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,94 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
pretty_name: Vieutopia T2A Privacy Train v1
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
license: other
|
| 6 |
+
size_categories:
|
| 7 |
+
- 100K<n<1M
|
| 8 |
+
task_categories:
|
| 9 |
+
- text-to-image
|
| 10 |
+
task_ids:
|
| 11 |
+
- text-to-image-generation
|
| 12 |
+
annotations_creators:
|
| 13 |
+
- machine-generated
|
| 14 |
+
source_datasets:
|
| 15 |
+
- original
|
| 16 |
+
tags:
|
| 17 |
+
- text-to-image
|
| 18 |
+
- image-generation
|
| 19 |
+
- diffusion
|
| 20 |
+
- privacy-preserving
|
| 21 |
+
- synthetic
|
| 22 |
+
configs:
|
| 23 |
+
- config_name: samples
|
| 24 |
+
data_files:
|
| 25 |
+
- split: train
|
| 26 |
+
path: data/samples/train/*.parquet
|
| 27 |
+
- split: validation
|
| 28 |
+
path: data/samples/validation/*.parquet
|
| 29 |
+
- split: test
|
| 30 |
+
path: data/samples/test/*.parquet
|
| 31 |
+
- config_name: iterations
|
| 32 |
+
data_files:
|
| 33 |
+
- split: train
|
| 34 |
+
path: data/iterations/train/*.parquet
|
| 35 |
+
- split: validation
|
| 36 |
+
path: data/iterations/validation/*.parquet
|
| 37 |
+
- split: test
|
| 38 |
+
path: data/iterations/test/*.parquet
|
| 39 |
+
---
|
| 40 |
+
|
| 41 |
+
# Vieutopia T2A Privacy Train v1
|
| 42 |
+
|
| 43 |
+
## Dataset Summary
|
| 44 |
+
Privacy-safe text-to-image dataset repacked into Parquet shards with embedded image bytes.
|
| 45 |
+
|
| 46 |
+
- Scope: text-to-image outputs only
|
| 47 |
+
- Excluded: image-to-image pipelines (`pix2pix_*`, `pst_*`)
|
| 48 |
+
- Privacy: no raw task UUIDs, no user/device fields
|
| 49 |
+
- Storage format: parquet shards (`image` as binary bytes), no `image_path` dependency
|
| 50 |
+
|
| 51 |
+
## Splits
|
| 52 |
+
### samples
|
| 53 |
+
- train: 117572
|
| 54 |
+
- validation: 6532
|
| 55 |
+
- test: 6532
|
| 56 |
+
- total: 130636
|
| 57 |
+
|
| 58 |
+
### iterations
|
| 59 |
+
- train: 477440
|
| 60 |
+
- validation: 52256
|
| 61 |
+
- test: 52256
|
| 62 |
+
- total: 581952
|
| 63 |
+
|
| 64 |
+
## Schema
|
| 65 |
+
### samples config fields
|
| 66 |
+
- `sample_id` (string)
|
| 67 |
+
- `task_id_hash` (string)
|
| 68 |
+
- `prompt` (string)
|
| 69 |
+
- `negative_prompt` (string)
|
| 70 |
+
- `width` (int32)
|
| 71 |
+
- `height` (int32)
|
| 72 |
+
- `has_iteration` (bool)
|
| 73 |
+
- `iteration_count` (int32)
|
| 74 |
+
- `file_sha256` (string)
|
| 75 |
+
- `split` (string)
|
| 76 |
+
- `created_date` (string)
|
| 77 |
+
- `image` (binary image bytes)
|
| 78 |
+
|
| 79 |
+
### iterations config fields
|
| 80 |
+
- `sample_id` (string)
|
| 81 |
+
- `frame_idx` (int32)
|
| 82 |
+
- `split` (string)
|
| 83 |
+
- `image` (binary image bytes)
|
| 84 |
+
|
| 85 |
+
## Loading Example
|
| 86 |
+
```python
|
| 87 |
+
from datasets import load_dataset, Image
|
| 88 |
+
|
| 89 |
+
samples = load_dataset("quchenyuan/text-to-art-database", "samples")
|
| 90 |
+
samples = samples.cast_column("image", Image())
|
| 91 |
+
|
| 92 |
+
iterations = load_dataset("quchenyuan/text-to-art-database", "iterations")
|
| 93 |
+
iterations = iterations.cast_column("image", Image())
|
| 94 |
+
```
|