Datasets:
Commit ·
3565ba9
0
Parent(s):
Squash history before public release
Browse files- .gitattributes +60 -0
- README.md +173 -0
- photos/train-00000-of-00005.parquet +3 -0
- photos/train-00001-of-00005.parquet +3 -0
- photos/train-00002-of-00005.parquet +3 -0
- photos/train-00003-of-00005.parquet +3 -0
- photos/train-00004-of-00005.parquet +3 -0
- queries.json +181 -0
- sprites/train-00000-of-00001.parquet +3 -0
.gitattributes
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# Audio files - uncompressed
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# Image files - compressed
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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README.md
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| 1 |
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---
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dataset_info:
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- config_name: photos
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features:
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- name: id
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dtype: string
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- name: provider
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dtype: string
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- name: source_id
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dtype: string
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- name: query
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dtype: string
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- name: title
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dtype: string
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- name: author
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dtype: string
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- name: license
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dtype: string
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- name: license_url
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dtype: string
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- name: source_page
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dtype: string
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- name: original_url
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dtype: string
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- name: input_path
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dtype: string
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- name: target_path
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dtype: string
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- name: sha256
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dtype: string
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- name: input
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dtype: image
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- name: target
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dtype: image
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splits:
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- name: train
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num_bytes: 2344019578
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num_examples: 84290
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download_size: 2181262273
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dataset_size: 2344019578
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- config_name: sprites
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features:
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- name: path
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dtype: string
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- name: pack
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dtype: string
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- name: creator
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dtype: string
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- name: license
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dtype: string
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| 51 |
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- name: source_url
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| 52 |
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dtype: string
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- name: width
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dtype: string
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- name: height
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dtype: string
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- name: label
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dtype: string
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- name: label_source
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dtype: string
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- name: image
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dtype: image
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splits:
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- name: train
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num_bytes: 2049898
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num_examples: 5685
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download_size: 1317623
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dataset_size: 2049898
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configs:
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- config_name: photos
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data_files:
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- split: train
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path: photos/train-*
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- config_name: sprites
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data_files:
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- split: train
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path: sprites/train-*
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license:
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- cc0-1.0
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- cc-by-2.0
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- cc-by-2.5
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- cc-by-3.0
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- cc-by-4.0
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size_categories:
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- 100K<n<1M
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task_categories:
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- text-to-image
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pretty_name: pixl-data
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tags:
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- pixel-art
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- sprites
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---
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# pixl-data
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Training data for **pixl**, a small text-to-pixel-art model trained from scratch.
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| Config | Rows | What it holds |
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|---|---|---|
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| `photos` | ~84k | Photo pairs: a 256×256 photo (`input`), a 32×32, 24-colour version of it (`target`), and a caption (`query`) |
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| `sprites` | ~5.7k | CC0 game sprites (`image`) with a short label (`label`) |
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## Load
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```python
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from datasets import load_dataset
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photos = load_dataset("ocdbytes/pixl-data", "photos", split="train")
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sprites = load_dataset("ocdbytes/pixl-data", "sprites", split="train")
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```
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## photos
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| Source | Caption |
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|---|---|
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| [Open Images V7](https://storage.googleapis.com/openimages/web/index.html) | A box label or a relationship between two boxes drawn by people, e.g. "dog", "man riding horse", "wooden table". The photo is cropped around the box. |
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| [Wikimedia Commons](https://commons.wikimedia.org/), [Openverse](https://openverse.org/) | The search query that found the photo, e.g. "arcade cabinet". |
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Photos were filtered before upload. A photo was removed when:
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- [CLIP](https://huggingface.co/openai/clip-vit-base-patch32) matched it more closely to prompts for nudity or graphic content (gore, dead bodies, injuries) than to neutral prompts;
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- it came from a web search and CLIP found it does not show its query;
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- it is CC BY but has no author to credit, or its author field is an email address.
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Every photo was changed:
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1. Cropped to a square.
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2. Resized to 256×256: `input`.
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3. Resized to 32×32 and reduced to 24 colours: `target`.
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| Column | Meaning |
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|---|---|
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| `id` | Pair id |
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| `provider` | `openimages`, `wikimedia` or `openverse:<provider>` |
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| `source_id` | Id of the photo at its source |
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| `query` | Caption |
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| `title`, `author` | From the photo's source page |
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| 138 |
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| `license`, `license_url` | Licence of the original photo |
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| 139 |
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| `source_page`, `original_url` | Where the original photo is |
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| `input_path`, `target_path` | File paths in the original folder layout |
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| `sha256` | SHA-256 of the downloaded original |
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| `input`, `target` | The two images |
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## sprites
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Sprites from CC0 packs by [Kenney](https://kenney.nl/assets) (1-Bit Pack, Cursor Pixel Pack, Pico-8 City, Tiny Battle, Tiny Farm, Tiny Town), [ansimuz](https://ansimuz.itch.io/sunny-land-pixel-game-art) (Sunny Land), [GrafxKid](https://grafxkid.itch.io/mini-pixel-pack-3) (Mini Pixel Pack 3) and [Buch](https://opengameart.org/content/a-platformer-in-the-forest) (A Platformer in the Forest). `label_source` says where each label comes from: checked by eye (`claude-visual`), a file name (`filename`) or a sprite-sheet atlas (`atlas`).
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| Column | Meaning |
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|---|---|
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| `path` | File path in the original pack layout |
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| `pack`, `creator`, `source_url` | Which pack the sprite comes from |
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| `license` | CC0 1.0 |
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| `width`, `height` | Size in pixels |
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| 154 |
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| `label`, `label_source` | Label and where it comes from |
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| `image` | The sprite (PNG, with transparency) |
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## Licences
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Every row has its own licence in `license` (and `license_url` for photos):
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- **Sprites:** CC0 1.0.
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- **Photos:** CC0, public domain, or CC BY 1.0–4.0. All Open Images photos are listed as CC BY 2.0.
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- **Open Images annotations** (the boxes and labels behind the crops and captions): CC BY 4.0, by Google.
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To reuse a CC BY photo, credit it with the row's `author`, `title`, `source_page` and `license`, and say that it was changed (cropped, resized, colours reduced).
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Google lists Open Images photos as CC BY 2.0 but [does not guarantee](https://storage.googleapis.com/openimages/web/factsfigures_v7.html) each licence. Wikimedia and Openverse licences come from their providers' metadata. Check a row's source page before relying on its licence.
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## Known issues
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- Web captions are still somewhat noisy: in a sample of 30 web photos that passed the CLIP check, 4 did not show their query.
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- The nudity and graphic-content filter is automatic and can miss photos. Please report any you find.
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- Many photos show real people. Some show brand logos or photographers' watermarks.
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photos/train-00000-of-00005.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:8fa46d23c26573fbd4701f535f0ba581ac2dd0d4e650d6f8165e2072fcbe3992
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size 436427593
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photos/train-00001-of-00005.parquet
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version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 1 |
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{
|
| 2 |
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"output": "pixel-image-data",
|
| 3 |
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"open_images": {
|
| 4 |
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"splits": ["validation", "test"],
|
| 5 |
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"per_query": 150,
|
| 6 |
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"workers": 8,
|
| 7 |
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"min_box": 0.2,
|
| 8 |
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"captions": {
|
| 9 |
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"Fixed-wing aircraft": "airplane",
|
| 10 |
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"Cattle": "cow",
|
| 11 |
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"Common sunflower": "sunflower",
|
| 12 |
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"Corded phone": "telephone",
|
| 13 |
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"Computer monitor": "monitor"
|
| 14 |
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},
|
| 15 |
+
"classes": {
|
| 16 |
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"nature": ["Tree", "Palm tree", "Christmas tree", "Maple", "Willow", "Flower", "Rose", "Common sunflower", "Lily", "Houseplant", "Flowerpot", "Mushroom", "Pumpkin"],
|
| 17 |
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"animals": ["Dog", "Cat", "Horse", "Cattle", "Pig", "Sheep", "Goat", "Chicken", "Duck", "Goose", "Bird", "Owl", "Eagle", "Parrot", "Penguin", "Rabbit", "Squirrel", "Fox", "Bear", "Lion", "Tiger", "Elephant", "Giraffe", "Zebra", "Monkey", "Frog", "Snake", "Lizard", "Tortoise", "Fish", "Shark", "Dolphin", "Crab", "Butterfly", "Bee", "Spider", "Snail", "Dinosaur"],
|
| 18 |
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"people": ["Man", "Woman", "Boy", "Girl"],
|
| 19 |
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"buildings": ["House", "Building", "Castle", "Tower", "Lighthouse", "Skyscraper", "Tent", "Tree house", "Fountain", "Stairs", "Door", "Window"],
|
| 20 |
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"vehicles": ["Car", "Truck", "Bus", "Train", "Taxi", "Van", "Ambulance", "Motorcycle", "Bicycle", "Boat", "Canoe", "Submarine", "Helicopter", "Fixed-wing aircraft", "Tank", "Rocket", "Cart", "Snowmobile", "Wheelchair"],
|
| 21 |
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"items": ["Sword", "Dagger", "Axe", "Bow and arrow", "Helmet", "Crown", "Tiara", "Skull", "Candle", "Lantern", "Torch", "Barrel", "Coin", "Dice", "Bomb", "Book", "Clock", "Hammer", "Ladder", "Flag", "Umbrella", "Balloon", "Kite", "Teddy bear", "Doll", "Backpack", "Suitcase", "Cowboy hat", "Fedora", "Sunglasses"],
|
| 22 |
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"retro": ["Television", "Computer monitor", "Computer keyboard", "Computer mouse", "Cassette deck", "Corded phone", "Camera", "Headphones", "Microphone", "Calculator", "Roller skates", "Skateboard"],
|
| 23 |
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"music": ["Guitar", "Drum", "Piano", "Violin", "Trumpet", "Saxophone", "Accordion", "Harp"],
|
| 24 |
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"sports": ["Ball (Object)", "Football", "Tennis ball", "Golf ball", "Rugby ball", "Volleyball (Ball)", "Baseball bat", "Tennis racket", "Surfboard", "Ski", "Snowboard", "Football helmet"],
|
| 25 |
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"food": ["Apple", "Banana", "Orange (fruit)", "Strawberry", "Grape", "Watermelon", "Pineapple", "Carrot", "Tomato", "Broccoli", "Bread", "Cheese", "Cake", "Cookie", "Doughnut", "Pizza", "Hamburger", "Hot dog", "Ice cream", "Egg", "Candy"],
|
| 26 |
+
"furniture": ["Chair", "Table", "Bed", "Couch", "Bench", "Bookcase", "Lamp", "Mirror", "Fireplace", "Bathtub", "Toilet", "Refrigerator", "Oven", "Sink", "Teapot", "Mug", "Bottle", "Vase", "Wine glass"],
|
| 27 |
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"street": ["Street light", "Traffic light", "Fire hydrant", "Stop sign", "Traffic sign", "Billboard", "Snowman"]
|
| 28 |
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},
|
| 29 |
+
"relationships": {
|
| 30 |
+
"riding": [
|
| 31 |
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["Man", "ride", "Horse"],
|
| 32 |
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["Woman", "ride", "Horse"],
|
| 33 |
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["Girl", "ride", "Horse"],
|
| 34 |
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["Man", "on", "Horse"],
|
| 35 |
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["Man", "ride", "Boat"],
|
| 36 |
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["Woman", "ride", "Boat"],
|
| 37 |
+
["Man", "ride", "Canoe"],
|
| 38 |
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["Man", "on", "Bicycle"],
|
| 39 |
+
["Boy", "on", "Bicycle"],
|
| 40 |
+
["Woman", "on", "Bicycle"],
|
| 41 |
+
["Man", "on", "Motorcycle"],
|
| 42 |
+
["Man", "ride", "Cart"],
|
| 43 |
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["Man", "ride", "Segway"],
|
| 44 |
+
["Man", "skateboard", "Skateboard"],
|
| 45 |
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["Boy", "skateboard", "Skateboard"],
|
| 46 |
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["Man", "surf", "Surfboard"],
|
| 47 |
+
["Woman", "surf", "Surfboard"],
|
| 48 |
+
["Man", "ride", "Wheelchair"],
|
| 49 |
+
["Man", "inside_of", "Car"],
|
| 50 |
+
["Dog", "inside_of", "Car"]
|
| 51 |
+
],
|
| 52 |
+
"holding": [
|
| 53 |
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["Man", "holds", "Guitar"],
|
| 54 |
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["Man", "holds", "Rifle"],
|
| 55 |
+
["Man", "holds", "Bow and arrow"],
|
| 56 |
+
["Man", "holds", "Camera"],
|
| 57 |
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["Man", "holds", "Microphone"],
|
| 58 |
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["Man", "holds", "Tennis racket"],
|
| 59 |
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["Man", "holds", "Baseball bat"],
|
| 60 |
+
["Man", "holds", "Dog"],
|
| 61 |
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["Woman", "holds", "Dog"],
|
| 62 |
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["Man", "holds", "Paddle"],
|
| 63 |
+
["Man", "holds", "Bicycle"],
|
| 64 |
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["Man", "holds", "Football"],
|
| 65 |
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["Man", "holds", "Rugby ball"],
|
| 66 |
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["Man", "holds", "Skateboard"],
|
| 67 |
+
["Man", "holds", "Surfboard"]
|
| 68 |
+
],
|
| 69 |
+
"music": [
|
| 70 |
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["Man", "plays", "Guitar"],
|
| 71 |
+
["Man", "plays", "Trumpet"],
|
| 72 |
+
["Man", "plays", "Piano"],
|
| 73 |
+
["Man", "plays", "Drum"],
|
| 74 |
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["Man", "plays", "Violin"],
|
| 75 |
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["Man", "plays", "Saxophone"],
|
| 76 |
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["Man", "plays", "Accordion"],
|
| 77 |
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["Woman", "plays", "Harp"],
|
| 78 |
+
["Man", "plays", "Musical keyboard"]
|
| 79 |
+
],
|
| 80 |
+
"sports": [
|
| 81 |
+
["Man", "kick", "Football"],
|
| 82 |
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["Man", "hits", "Football"],
|
| 83 |
+
["Boy", "hits", "Football"],
|
| 84 |
+
["Woman", "throw", "Volleyball (Ball)"],
|
| 85 |
+
["Girl", "throw", "Volleyball (Ball)"]
|
| 86 |
+
],
|
| 87 |
+
"wearing": [
|
| 88 |
+
["Man", "wears", "Cowboy hat"],
|
| 89 |
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["Man", "wears", "Fedora"],
|
| 90 |
+
["Man", "wears", "Sunglasses"],
|
| 91 |
+
["Man", "wears", "Glasses"],
|
| 92 |
+
["Woman", "wears", "Crown"],
|
| 93 |
+
["Girl", "wears", "Crown"],
|
| 94 |
+
["Woman", "wears", "Tiara"],
|
| 95 |
+
["Man", "wears", "Football helmet"],
|
| 96 |
+
["Man", "wears", "Bicycle helmet"],
|
| 97 |
+
["Woman", "wears", "Roller skates"],
|
| 98 |
+
["Man", "wears", "Sombrero"],
|
| 99 |
+
["Man", "wears", "Sun hat"],
|
| 100 |
+
["Man", "wears", "Goggles"]
|
| 101 |
+
],
|
| 102 |
+
"objects": [
|
| 103 |
+
["Strawberry", "on", "Cake"],
|
| 104 |
+
["Orange (fruit)", "hang", "Tree"],
|
| 105 |
+
["Apple", "hang", "Tree"],
|
| 106 |
+
["Lemon (plant)", "hang", "Tree"],
|
| 107 |
+
["Coconut", "hang", "Palm tree"],
|
| 108 |
+
["Grape", "hang", "Tree"],
|
| 109 |
+
["Flowerpot", "contain", "Houseplant"],
|
| 110 |
+
["Flowerpot", "contain", "Rose"],
|
| 111 |
+
["Wine glass", "contain", "Wine"],
|
| 112 |
+
["Coffee cup", "contain", "Coffee (drink)"],
|
| 113 |
+
["Chair", "at", "Table"],
|
| 114 |
+
["Man", "at", "Table"],
|
| 115 |
+
["Dog", "on", "Dog bed"],
|
| 116 |
+
["Wine glass", "on", "Table"],
|
| 117 |
+
["Mug", "on", "Table"]
|
| 118 |
+
],
|
| 119 |
+
"animals": [
|
| 120 |
+
["Man", "interacts_with", "Horse"],
|
| 121 |
+
["Man", "interacts_with", "Dog"],
|
| 122 |
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["Woman", "interacts_with", "Dog"],
|
| 123 |
+
["Girl", "interacts_with", "Dog"]
|
| 124 |
+
],
|
| 125 |
+
"actions": [
|
| 126 |
+
["Man", "is", "Run"],
|
| 127 |
+
["Woman", "is", "Run"],
|
| 128 |
+
["Girl", "is", "Run"],
|
| 129 |
+
["Boy", "is", "Run"],
|
| 130 |
+
["Man", "is", "Jump"],
|
| 131 |
+
["Woman", "is", "Jump"],
|
| 132 |
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["Girl", "is", "Jump"],
|
| 133 |
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["Man", "is", "Walk"],
|
| 134 |
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["Woman", "is", "Walk"],
|
| 135 |
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["Man", "is", "Sit"],
|
| 136 |
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["Woman", "is", "Sit"],
|
| 137 |
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["Man", "is", "Stand"],
|
| 138 |
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["Woman", "is", "Stand"],
|
| 139 |
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["Man", "is", "Lay"],
|
| 140 |
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["Woman", "is", "Smile"],
|
| 141 |
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["Girl", "is", "Smile"],
|
| 142 |
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["Man", "is", "Sing"],
|
| 143 |
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["Woman", "is", "Sing"],
|
| 144 |
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["Girl", "is", "Cry"]
|
| 145 |
+
],
|
| 146 |
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"materials": [
|
| 147 |
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["Table", "is", "Wooden"],
|
| 148 |
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["Chair", "is", "Wooden"],
|
| 149 |
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["Guitar", "is", "Wooden"],
|
| 150 |
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["Bed", "is", "Wooden"],
|
| 151 |
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["Drum", "is", "Wooden"],
|
| 152 |
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["Piano", "is", "Wooden"],
|
| 153 |
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["Bottle", "is", "Transparent"],
|
| 154 |
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["Chair", "is", "Plastic"],
|
| 155 |
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["Chair", "is", "(made of)Leather"],
|
| 156 |
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["Backpack", "is", "(made of)Leather"],
|
| 157 |
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["Suitcase", "is", "(made of)Leather"]
|
| 158 |
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]
|
| 159 |
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}
|
| 160 |
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},
|
| 161 |
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"web": {
|
| 162 |
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"sources": ["wikimedia", "openverse"],
|
| 163 |
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|
| 164 |
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"workers": 4,
|
| 165 |
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"min_side": 512,
|
| 166 |
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"queries": {
|
| 167 |
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"nature": ["tree", "bush", "grass", "flower", "crop plant", "crop field", "water", "river", "dirt ground", "dirt path", "rock", "sand", "sand dune", "cloud", "landscape", "landscape background", "mountain", "volcano", "waterfall", "beach", "island", "cave", "desert", "forest", "snow", "rainbow", "sunset", "moon", "palm tree", "cactus", "pumpkin"],
|
| 168 |
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"buildings": ["house", "roof", "wall", "brick wall", "door", "window", "fence", "bridge", "ladder", "stairs", "road", "platform", "tower", "tent", "castle", "lighthouse", "windmill", "barn", "church", "skyscraper", "fountain", "water well", "temple", "pyramid", "igloo"],
|
| 169 |
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"vehicles": ["car", "truck", "tank", "boat", "airplane", "classic car", "bus", "train", "motorcycle", "bicycle", "helicopter", "rocket", "submarine", "sailing ship", "hot air balloon", "tractor"],
|
| 170 |
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"people": ["person", "soldier"],
|
| 171 |
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"animals": ["farm animal", "cow", "pig", "chicken", "horse", "bird", "dog", "cat", "rabbit", "fox", "bear", "wolf", "deer", "owl", "frog", "snake", "turtle", "fish", "butterfly", "bee", "spider", "bat", "elephant", "lion", "monkey", "penguin", "duck", "sheep", "octopus", "crab"],
|
| 172 |
+
"fantasy": ["monster", "dragon", "knight", "wizard", "princess", "ninja", "pirate", "cowboy", "astronaut", "robot", "alien", "ghost", "skeleton", "dinosaur", "mushroom", "spaceship", "UFO", "unicorn", "mermaid", "fairy", "witch", "vampire", "zombie"],
|
| 173 |
+
"items": ["sword", "gun", "tool", "hammer", "crate", "wooden crate", "barrel", "treasure chest", "furniture", "chair", "table", "sign", "street sign", "street lamp", "coin", "gem", "gemstone", "key", "potion", "potion bottle", "shield", "axe", "bow and arrow", "helmet", "armor", "crown", "candle", "lantern", "torch", "scroll", "map", "compass", "anchor", "bomb", "dice", "skull", "book", "clock", "bell", "trophy", "balloon", "kite", "umbrella", "backpack"],
|
| 174 |
+
"food": ["fruit", "vegetable", "apple", "carrot", "banana", "strawberry", "cherry", "grapes", "watermelon", "bread", "cheese", "cake", "pizza", "hamburger", "ice cream", "egg", "candy", "cookie", "donut"],
|
| 175 |
+
"sports": ["basketball", "football", "soccer ball", "tennis ball", "baseball", "golf ball", "tennis racket", "surfboard", "skis"],
|
| 176 |
+
"effects": ["heart", "spikes", "explosion", "fireworks", "lightning", "fire", "smoke", "star"],
|
| 177 |
+
"interface": ["mouse cursor arrow", "hand cursor", "hourglass", "magnifying glass", "crosshair", "direction arrow", "button", "digit", "letter", "symbol", "plain colored tile"],
|
| 178 |
+
"retro": ["arcade cabinet", "pinball machine", "jukebox", "cassette tape", "VHS tape", "floppy disk", "boombox", "portable cassette player", "CRT television", "retro computer", "joystick", "game controller", "vinyl record", "neon sign", "roller skates", "skateboard", "synthesizer", "instant camera", "rotary telephone", "diner", "typewriter", "calculator", "digital watch", "radio", "record player", "slot machine", "gumball machine", "payphone", "vending machine", "disco ball", "lava lamp", "puzzle cube", "yo-yo", "walkie-talkie", "camcorder"]
|
| 179 |
+
}
|
| 180 |
+
}
|
| 181 |
+
}
|
sprites/train-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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