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README.md

@@ -1,45 +1,101 @@
-# Pokemon Silhouettes Dataset
+---
+language:
+- en
+license: apache-2.0
+multimodality:
+- image
+tags:
+- pokemon
+- anime
+- game
+- entertainment
+- image-classification
+- who's-that-pokemon
+task_categories:
+- image-classification
+pretty_name: "PokeShadowBench"
+---
 
-This dataset contains Pokemon silhouettes and their reveals from the "Who's That Pokemon?" segments.
+# PokeShadowBench
 
-## Dataset Structure
+## Dataset Description
+
+- **Repository:** [PokeShadowBench](https://huggingface.co/datasets/freddie/pokeshadowbench)
+- **Point of Contact:** [Freddie Vargus](https://github.com/freddiev4)
+
+## Dataset Summary
+
+This dataset contains silhouette images from the "Who's That Pokémon?" segments from the Pokémon anime series. Each entry includes:
+- A silhouette image of a Pokémon
+- The Pokédex number and name of the Pokémon
+- The episode number and segment label from the anime
+
+The dataset is focused on the Indigo League, and includes all Pokémon from the first 82 episodes.
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("freddie/pokeshadowbench")
+
+# Access images and metadata
+test_dataset = dataset["test"]
 
-- `test/`: Test set images organized by Pokemon name
-  - Each Pokemon has its own directory containing both silhouette and reveal images
-  - `metadata.jsonl` with Pokemon information
+# Get a specific Pokemon's images
+bulbasaur = test_dataset.filter(lambda x: x["pokemon_name"] == "bulbasaur")
+```
 
-## Directory Structure
+## Dataset Structure
 
+The dataset is organized in the following structure:
 ```
 test/
 ├── bulbasaur/
-│   ├── 001-bulbasaur-silhouette.png
-│   └── 001-bulbasaur-reveal.png
+│   └── 001-bulbasaur.png
 ├── ivysaur/
-│   ├── 002-ivysaur-silhouette.png
-│   └── 002-ivysaur-reveal.png
+│   └── 002-ivysaur.png
 ...
 ```
 
-## Metadata Format
+Each Pokémon has its own directory containing its silhouette image, along with a `metadata.jsonl` file containing Pokémon information.
+
+### Data Fields
 
 Each entry in metadata.jsonl contains:
 - `file_name`: Path to the image file
-- `pokemon_name`: Name of the Pokemon
-- `dex_number`: Pokedex number of the Pokemon
-- `image_type`: Type of image (silhouette or reveal)
+- `pokemon_name`: Name of the Pokémon
+- `dex_number`: Pokédex number of the Pokémon
 
-## Usage
+### Supported Tasks
 
-```python
-from datasets import load_dataset
+- **Image Classification**: Identify Pokémon from their silhouettes
+- **Pokémon Recognition**: Match silhouettes with their corresponding Pokémon names and numbers
 
-# Load the dataset
-dataset = load_dataset("imagefolder", data_dir="path/to/pokemon-silhouettes")
+### Source Data
 
-# Access images and metadata
-test_dataset = dataset["test"]
+The images are sourced from the "Who's That Pokémon?" segments in the Pokémon anime series. Each image is:
+- Screenshotted from the anime
+- Cropped to focus on the Pokémon
+- Named according to the format: `XXX-name-silhouette.png` where:
+  - XXX is the Pokédex number
+  - name is the Pokémon name
+- Source: [https://pocketmonsters.net/segments](https://pocketmonsters.net/segments)
 
-# Get a specific Pokemon's images
-bulbasaur_images = test_dataset.filter(lambda x: x["pokemon_name"] == "bulbasaur")
-```
+## Licensing Information
+
+This dataset is released under the Apache 2.0 license.
+
+## Citation Information
+
+```bibtex
+@misc{who-that-pokemon,
+  author = {Freddie Vargus},
+  title = {PokeShadowBench},
+  year = {2025},
+  publisher = {Hugging Face},
+  journal = {Hugging Face Hub},
+  howpublished = {\url{https://huggingface.co/datasets/freddie/pokeshadowbench}}
+}
+``` 

metadata.jsonl

@@ -1,61 +1,61 @@
-{"file_name": "pokemon-silhouettes/test/abra/063-abra.png", "pokemon_name": "abra", "dex_number": "063", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/aerodactyl/142-aerodactyl.png", "pokemon_name": "aerodactyl", "dex_number": "142", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/alakazam/065-alakazam.png", "pokemon_name": "alakazam", "dex_number": "065", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/arbok/024-arbok.png", "pokemon_name": "arbok", "dex_number": "024", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/arcanine/059-arcanine.png", "pokemon_name": "arcanine", "dex_number": "059", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/bellsprout/069-bellsprout.png", "pokemon_name": "bellsprout", "dex_number": "069", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/bulbasaur/001-bulbasaur.png", "pokemon_name": "bulbasaur", "dex_number": "001", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/butterfree/012-butterfree.png", "pokemon_name": "butterfree", "dex_number": "012", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/caterpie/010-caterpie.png", "pokemon_name": "caterpie", "dex_number": "010", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/charmander/004-charmander.png", "pokemon_name": "charmander", "dex_number": "004", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/clefairy/035-clefairy.png", "pokemon_name": "clefairy", "dex_number": "035", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/cloyster/091-cloyster.png", "pokemon_name": "cloyster", "dex_number": "091", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/cubone/104-cubone.png", "pokemon_name": "cubone", "dex_number": "104", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/diglett/050-diglett.png", "pokemon_name": "diglett", "dex_number": "050", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/ditto/132-ditto.png", "pokemon_name": "ditto", "dex_number": "132", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/eevee/133-eevee.png", "pokemon_name": "eevee", "dex_number": "133", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/exeggcute/102-exeggcute.png", "pokemon_name": "exeggcute", "dex_number": "102", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/farfetchd/083-farfetchd.png", "pokemon_name": "farfetchd", "dex_number": "083", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/fearow/022-fearow.png", "pokemon_name": "fearow", "dex_number": "022", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/gastly/092-gastly.png", "pokemon_name": "gastly", "dex_number": "092", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/gengar/094-gengar.png", "pokemon_name": "gengar", "dex_number": "094", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/geodude/074-geodude.png", "pokemon_name": "geodude", "dex_number": "074", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/gloom/044-gloom.png", "pokemon_name": "gloom", "dex_number": "044", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/growlithe/058-growlithe.png", "pokemon_name": "growlithe", "dex_number": "058", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/haunter/093-haunter.png", "pokemon_name": "haunter", "dex_number": "093", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/hitmonchan/107-hitmonchan.png", "pokemon_name": "hitmonchan", "dex_number": "107", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/horsea/116-horsea.png", "pokemon_name": "horsea", "dex_number": "116", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/ivysaur/002-ivysaur.png", "pokemon_name": "ivysaur", "dex_number": "002", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/jigglypuff/039-jigglypuff.png", "pokemon_name": "jigglypuff", "dex_number": "039", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/jynx/124-jynx.png", "pokemon_name": "jynx", "dex_number": "124", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/kabutops/141-kabutops.png", "pokemon_name": "kabutops", "dex_number": "141", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/kangaskhan/115-kangaskhan.png", "pokemon_name": "kangaskhan", "dex_number": "115", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/koffing/109-koffing.png", "pokemon_name": "koffing", "dex_number": "109", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/krabby/098-krabby.png", "pokemon_name": "krabby", "dex_number": "098", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/magikarp/129-magikarp.png", "pokemon_name": "magikarp", "dex_number": "129", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/magmar/126-magmar.png", "pokemon_name": "magmar", "dex_number": "126", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/magnemite/081-magnemite.png", "pokemon_name": "magnemite", "dex_number": "081", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/metapod/011-metapod.png", "pokemon_name": "metapod", "dex_number": "011", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/moltres/146-moltres.png", "pokemon_name": "moltres", "dex_number": "146", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/mr/122-mr. mime.png", "pokemon_name": "mr", "dex_number": "122", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/nidoran\u2642/032-nidoran\u2642.png", "pokemon_name": "nidoran\u2642", "dex_number": "032", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/onix/095-onix.png", "pokemon_name": "onix", "dex_number": "095", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/paras/046-paras.png", "pokemon_name": "paras", "dex_number": "046", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/pidgeotto/017-pidgeotto.png", "pokemon_name": "pidgeotto", "dex_number": "017", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/pikachu/025-pikachu.png", "pokemon_name": "pikachu", "dex_number": "025", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/ponyta/077-ponyta.png", "pokemon_name": "ponyta", "dex_number": "077", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/primeape/057-primeape.png", "pokemon_name": "primeape", "dex_number": "057", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/psyduck/054-psyduck.png", "pokemon_name": "psyduck", "dex_number": "054", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/raichu/026-raichu.png", "pokemon_name": "raichu", "dex_number": "026", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/raticate/020-raticate.png", "pokemon_name": "raticate", "dex_number": "020", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/sandshrew/027-sandshrew.png", "pokemon_name": "sandshrew", "dex_number": "027", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/scyther/123-scyther.png", "pokemon_name": "scyther", "dex_number": "123", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/seaking/119-seaking.png", "pokemon_name": "seaking", "dex_number": "119", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/seel/086-seel.png", "pokemon_name": "seel", "dex_number": "086", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/slowbro/080-slowbro.png", "pokemon_name": "slowbro", "dex_number": "080", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/snorlax/143-snorlax.png", "pokemon_name": "snorlax", "dex_number": "143", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/squirtle/007-squirtle.png", "pokemon_name": "squirtle", "dex_number": "007", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/venonat/048-venonat.png", "pokemon_name": "venonat", "dex_number": "048", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/vileplume/045-vileplume.png", "pokemon_name": "vileplume", "dex_number": "045", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/vulpix/037-vulpix.png", "pokemon_name": "vulpix", "dex_number": "037", "image_type": "reveal"}
-{"file_name": "pokemon-silhouettes/test/wartortle/008-wartortle.png", "pokemon_name": "wartortle", "dex_number": "008", "image_type": "reveal"}
+{"file_name": "pokemon-silhouettes/test/abra/063-abra.png", "pokemon_name": "abra", "dex_number": "063"}
+{"file_name": "pokemon-silhouettes/test/aerodactyl/142-aerodactyl.png", "pokemon_name": "aerodactyl", "dex_number": "142"}
+{"file_name": "pokemon-silhouettes/test/alakazam/065-alakazam.png", "pokemon_name": "alakazam", "dex_number": "065"}
+{"file_name": "pokemon-silhouettes/test/arbok/024-arbok.png", "pokemon_name": "arbok", "dex_number": "024"}
+{"file_name": "pokemon-silhouettes/test/arcanine/059-arcanine.png", "pokemon_name": "arcanine", "dex_number": "059"}
+{"file_name": "pokemon-silhouettes/test/bellsprout/069-bellsprout.png", "pokemon_name": "bellsprout", "dex_number": "069"}
+{"file_name": "pokemon-silhouettes/test/bulbasaur/001-bulbasaur.png", "pokemon_name": "bulbasaur", "dex_number": "001"}
+{"file_name": "pokemon-silhouettes/test/butterfree/012-butterfree.png", "pokemon_name": "butterfree", "dex_number": "012"}
+{"file_name": "pokemon-silhouettes/test/caterpie/010-caterpie.png", "pokemon_name": "caterpie", "dex_number": "010"}
+{"file_name": "pokemon-silhouettes/test/charmander/004-charmander.png", "pokemon_name": "charmander", "dex_number": "004"}
+{"file_name": "pokemon-silhouettes/test/clefairy/035-clefairy.png", "pokemon_name": "clefairy", "dex_number": "035"}
+{"file_name": "pokemon-silhouettes/test/cloyster/091-cloyster.png", "pokemon_name": "cloyster", "dex_number": "091"}
+{"file_name": "pokemon-silhouettes/test/cubone/104-cubone.png", "pokemon_name": "cubone", "dex_number": "104"}
+{"file_name": "pokemon-silhouettes/test/diglett/050-diglett.png", "pokemon_name": "diglett", "dex_number": "050"}
+{"file_name": "pokemon-silhouettes/test/ditto/132-ditto.png", "pokemon_name": "ditto", "dex_number": "132"}
+{"file_name": "pokemon-silhouettes/test/eevee/133-eevee.png", "pokemon_name": "eevee", "dex_number": "133"}
+{"file_name": "pokemon-silhouettes/test/exeggcute/102-exeggcute.png", "pokemon_name": "exeggcute", "dex_number": "102"}
+{"file_name": "pokemon-silhouettes/test/farfetchd/083-farfetchd.png", "pokemon_name": "farfetchd", "dex_number": "083"}
+{"file_name": "pokemon-silhouettes/test/fearow/022-fearow.png", "pokemon_name": "fearow", "dex_number": "022"}
+{"file_name": "pokemon-silhouettes/test/gastly/092-gastly.png", "pokemon_name": "gastly", "dex_number": "092"}
+{"file_name": "pokemon-silhouettes/test/gengar/094-gengar.png", "pokemon_name": "gengar", "dex_number": "094"}
+{"file_name": "pokemon-silhouettes/test/geodude/074-geodude.png", "pokemon_name": "geodude", "dex_number": "074"}
+{"file_name": "pokemon-silhouettes/test/gloom/044-gloom.png", "pokemon_name": "gloom", "dex_number": "044"}
+{"file_name": "pokemon-silhouettes/test/growlithe/058-growlithe.png", "pokemon_name": "growlithe", "dex_number": "058"}
+{"file_name": "pokemon-silhouettes/test/haunter/093-haunter.png", "pokemon_name": "haunter", "dex_number": "093"}
+{"file_name": "pokemon-silhouettes/test/hitmonchan/107-hitmonchan.png", "pokemon_name": "hitmonchan", "dex_number": "107"}
+{"file_name": "pokemon-silhouettes/test/horsea/116-horsea.png", "pokemon_name": "horsea", "dex_number": "116"}
+{"file_name": "pokemon-silhouettes/test/ivysaur/002-ivysaur.png", "pokemon_name": "ivysaur", "dex_number": "002"}
+{"file_name": "pokemon-silhouettes/test/jigglypuff/039-jigglypuff.png", "pokemon_name": "jigglypuff", "dex_number": "039"}
+{"file_name": "pokemon-silhouettes/test/jynx/124-jynx.png", "pokemon_name": "jynx", "dex_number": "124"}
+{"file_name": "pokemon-silhouettes/test/kabutops/141-kabutops.png", "pokemon_name": "kabutops", "dex_number": "141"}
+{"file_name": "pokemon-silhouettes/test/kangaskhan/115-kangaskhan.png", "pokemon_name": "kangaskhan", "dex_number": "115"}
+{"file_name": "pokemon-silhouettes/test/koffing/109-koffing.png", "pokemon_name": "koffing", "dex_number": "109"}
+{"file_name": "pokemon-silhouettes/test/krabby/098-krabby.png", "pokemon_name": "krabby", "dex_number": "098"}
+{"file_name": "pokemon-silhouettes/test/magikarp/129-magikarp.png", "pokemon_name": "magikarp", "dex_number": "129"}
+{"file_name": "pokemon-silhouettes/test/magmar/126-magmar.png", "pokemon_name": "magmar", "dex_number": "126"}
+{"file_name": "pokemon-silhouettes/test/magnemite/081-magnemite.png", "pokemon_name": "magnemite", "dex_number": "081"}
+{"file_name": "pokemon-silhouettes/test/metapod/011-metapod.png", "pokemon_name": "metapod", "dex_number": "011"}
+{"file_name": "pokemon-silhouettes/test/moltres/146-moltres.png", "pokemon_name": "moltres", "dex_number": "146"}
+{"file_name": "pokemon-silhouettes/test/mr/122-mr. mime.png", "pokemon_name": "mr", "dex_number": "122"}
+{"file_name": "pokemon-silhouettes/test/nidoran\u2642/032-nidoran\u2642.png", "pokemon_name": "nidoran\u2642", "dex_number": "032"}
+{"file_name": "pokemon-silhouettes/test/onix/095-onix.png", "pokemon_name": "onix", "dex_number": "095"}
+{"file_name": "pokemon-silhouettes/test/paras/046-paras.png", "pokemon_name": "paras", "dex_number": "046"}
+{"file_name": "pokemon-silhouettes/test/pidgeotto/017-pidgeotto.png", "pokemon_name": "pidgeotto", "dex_number": "017"}
+{"file_name": "pokemon-silhouettes/test/pikachu/025-pikachu.png", "pokemon_name": "pikachu", "dex_number": "025"}
+{"file_name": "pokemon-silhouettes/test/ponyta/077-ponyta.png", "pokemon_name": "ponyta", "dex_number": "077"}
+{"file_name": "pokemon-silhouettes/test/primeape/057-primeape.png", "pokemon_name": "primeape", "dex_number": "057"}
+{"file_name": "pokemon-silhouettes/test/psyduck/054-psyduck.png", "pokemon_name": "psyduck", "dex_number": "054"}
+{"file_name": "pokemon-silhouettes/test/raichu/026-raichu.png", "pokemon_name": "raichu", "dex_number": "026"}
+{"file_name": "pokemon-silhouettes/test/raticate/020-raticate.png", "pokemon_name": "raticate", "dex_number": "020"}
+{"file_name": "pokemon-silhouettes/test/sandshrew/027-sandshrew.png", "pokemon_name": "sandshrew", "dex_number": "027"}
+{"file_name": "pokemon-silhouettes/test/scyther/123-scyther.png", "pokemon_name": "scyther", "dex_number": "123"}
+{"file_name": "pokemon-silhouettes/test/seaking/119-seaking.png", "pokemon_name": "seaking", "dex_number": "119"}
+{"file_name": "pokemon-silhouettes/test/seel/086-seel.png", "pokemon_name": "seel", "dex_number": "086"}
+{"file_name": "pokemon-silhouettes/test/slowbro/080-slowbro.png", "pokemon_name": "slowbro", "dex_number": "080"}
+{"file_name": "pokemon-silhouettes/test/snorlax/143-snorlax.png", "pokemon_name": "snorlax", "dex_number": "143"}
+{"file_name": "pokemon-silhouettes/test/squirtle/007-squirtle.png", "pokemon_name": "squirtle", "dex_number": "007"}
+{"file_name": "pokemon-silhouettes/test/venonat/048-venonat.png", "pokemon_name": "venonat", "dex_number": "048"}
+{"file_name": "pokemon-silhouettes/test/vileplume/045-vileplume.png", "pokemon_name": "vileplume", "dex_number": "045"}
+{"file_name": "pokemon-silhouettes/test/vulpix/037-vulpix.png", "pokemon_name": "vulpix", "dex_number": "037"}
+{"file_name": "pokemon-silhouettes/test/wartortle/008-wartortle.png", "pokemon_name": "wartortle", "dex_number": "008"}