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README.md
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@@ -149,7 +149,7 @@ 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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| `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` | ~
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| `scenes` | 52k | 32×32 scenes built from the sprites (`image`), with a caption written from the placement (`caption`) |
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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")
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sprites = load_dataset("ocdbytes/pixl-data", "sprites")
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scenes = load_dataset("ocdbytes/pixl-data", "scenes")
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| Config | train | test | Kept together in one split |
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|---|---|---|---|
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| `photos` | ~82.7k | ~1.6k (2% of source photos) | All crops of one source photo (same `sha256`) |
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| `sprites` | ~
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| `scenes` | 50,000 | 2,000 | Set by the generator: test scenes use test sprites, or object pairs never seen in train scenes |
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Near-copies never appear in both splits, so test scores are not inflated by images the model has already seen. A group is in `test` when the first 8 hex digits of the SHA-256 of its key, as a fraction of 16⁸, are below 0.02 (photos) or 0.1 (sprites). The split is fixed: new data never moves existing rows.
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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)
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| Column | Meaning |
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## scenes
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Synthetic 32×32 scenes, each made from one sprite style: a background tile repeated in every 16 px slot (8 px for Pico-8 City) and one or two objects, each centred in its own slot. Sprites are never scaled. The caption is written from the placement, so it is always right: "a green pine tree left of a wooden barrel on grass", "a yellow bus at the top right on pavement".
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| Kind (`kind`) | Split | Scenes | Objects from |
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|---|---|---|---|
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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` | ~9.8k | CC0 game sprites (`image`) with a short label (`label`) |
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| `scenes` | 52k | 32×32 scenes built from the sprites (`image`), with a caption written from the placement (`caption`) |
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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") # {"train": ..., "test": ...}
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sprites = load_dataset("ocdbytes/pixl-data", "sprites")
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scenes = load_dataset("ocdbytes/pixl-data", "scenes")
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| Config | train | test | Kept together in one split |
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|---|---|---|---|
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| `photos` | ~82.7k | ~1.6k (2% of source photos) | All crops of one source photo (same `sha256`) |
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| `sprites` | ~8.8k | ~1k (10% of groups) | The colour variants of one tile, the frames of one animation, and the numbered and old/new versions of one Dungeon Crawl sprite |
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| `scenes` | 50,000 | 2,000 | Set by the generator: test scenes use test sprites, or object pairs never seen in train scenes |
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Near-copies never appear in both splits, so test scores are not inflated by images the model has already seen. A group is in `test` when the first 8 hex digits of the SHA-256 of its key, as a fraction of 16⁸, are below 0.02 (photos) or 0.1 (sprites). The split is fixed: new data never moves existing rows.
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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, Monochrome Pirates, Pico-8 City, Pixel Shmup, Pixel Vehicle Pack, Tiny Battle, Tiny Dungeon, 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), [Buch](https://opengameart.org/content/a-platformer-in-the-forest) (A Platformer in the Forest), the Dungeon Crawl Stone Soup artists ([Dungeon Crawl 32x32 tiles](https://opengameart.org/content/dungeon-crawl-32x32-tiles-supplemental)), [Idylwild](https://opengameart.org/content/idylwilds-inventory) (Idylwild's Inventory), [Scrittl](https://opengameart.org/content/spaceship-set-32x32px) (Spaceship set 32x32px), [Jull](https://opengameart.org/node/50777) (Animated spaceships) and [wender](https://opengameart.org/node/176168) (Sports cars pixelart sprites). `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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## scenes
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Synthetic 32×32 scenes, each made from one sprite style: a background tile repeated in every 16 px slot (8 px for Pico-8 City) and one or two objects, each centred in its own slot. Sprites are never scaled, so sprites larger than a slot, such as the 32×32 Dungeon Crawl tiles, appear only in `sprites`. The caption is written from the placement, so it is always right: "a green pine tree left of a wooden barrel on grass", "a yellow bus at the top right on pavement".
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| Kind (`kind`) | Split | Scenes | Objects from |
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|---|---|---|---|
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