SPECIES_MAPPING.md

# Species to Parquet File Mapping

This document maps each parquet shard file to its corresponding species and image count.

## Dataset Information

- **Total Shards**: 60
- **Mammals**: 30 species
- **Aves (Birds)**: 30 species

---

## Mammals Species Mapping

| Parquet File | Species Name | Image Count |
|-------------|--------------|-------------|
| `mammals-00001-of-00030.parquet` | Alpaca | 1,864 |
| `mammals-00002-of-00030.parquet` | American Black Bear | 2,912 |
| `mammals-00003-of-00030.parquet` | Black-backed Jackal | 2,067 |
| `mammals-00004-of-00030.parquet` | Black Rhinoceros | 1,428 |
| `mammals-00005-of-00030.parquet` | Bushpig | 1,241 |
| `mammals-00006-of-00030.parquet` | Common Brushtail Possum | 1,365 |
| `mammals-00007-of-00030.parquet` | Crab-eating Mongoose | 2,364 |
| `mammals-00008-of-00030.parquet` | Crested Porcupine | 1,449 |
| `mammals-00009-of-00030.parquet` | Dromedary Camel | 1,809 |
| `mammals-00010-of-00030.parquet` | Eastern Gray Squrril | 2,434 |
| `mammals-00011-of-00030.parquet` | Ferret Badger | 1,743 |
| `mammals-00012-of-00030.parquet` | Gemsbok | 3,963 |
| `mammals-00013-of-00030.parquet` | Gigant Armadillo | 463 |
| `mammals-00014-of-00030.parquet` | Giraff | 2,985 |
| `mammals-00015-of-00030.parquet` | Greater Kudu | 4,410 |
| `mammals-00016-of-00030.parquet` | Hippotamus | 2,319 |
| `mammals-00017-of-00030.parquet` | Jaguar | 6,855 |
| `mammals-00018-of-00030.parquet` | Least Weasel | 1,869 |
| `mammals-00019-of-00030.parquet` | L´Hoest´s Monkey | 2,941 |
| `mammals-00020-of-00030.parquet` | Northern Treeshrew | 699 |
| `mammals-00021-of-00030.parquet` | NZ Sea lion | 2,296 |
| `mammals-00022-of-00030.parquet` | Raccoon | 2,700 |
| `mammals-00023-of-00030.parquet` | Serval | 625 |
| `mammals-00024-of-00030.parquet` | Ship Rat | 822 |
| `mammals-00025-of-00030.parquet` | Spotted Paca | 1,715 |
| `mammals-00026-of-00030.parquet` | Stump-tailed Macaque | 3,558 |
| `mammals-00027-of-00030.parquet` | Sun Bear | 713 |
| `mammals-00028-of-00030.parquet` | Wartog | 1,671 |
| `mammals-00029-of-00030.parquet` | White Nosed Coatis | 1,996 |
| `mammals-00030-of-00030.parquet` | Wolf | 2,307 |

---

## Aves (Birds) Species Mapping

| Parquet File | Species Name | Image Count |
|-------------|--------------|-------------|
| `aves-00001-of-00030.parquet` | American Crow | 1,240 |
| `aves-00002-of-00030.parquet` | Australasian Swamphen | 2,772 |
| `aves-00003-of-00030.parquet` | Australian Magpie | 2,739 |
| `aves-00004-of-00030.parquet` | Black Curassow | 1,949 |
| `aves-00005-of-00030.parquet` | Blue Whistling Thrush | 2,157 |
| `aves-00006-of-00030.parquet` | Brown Quail | 2,662 |
| `aves-00007-of-00030.parquet` | Chicken | 1,647 |
| `aves-00008-of-00030.parquet` | Common chafflinch | 2,384 |
| `aves-00009-of-00030.parquet` | Common Myna | 2,707 |
| `aves-00010-of-00030.parquet` | Dunnock | 2,066 |
| `aves-00011-of-00030.parquet` | European Starling | 1,876 |
| `aves-00012-of-00030.parquet` | Fantails | 2,127 |
| `aves-00013-of-00030.parquet` | Greenfinch | 2,503 |
| `aves-00014-of-00030.parquet` | Kea | 2,833 |
| `aves-00015-of-00030.parquet` | Kiwi | 1,634 |
| `aves-00016-of-00030.parquet` | Kori Bustard | 1,485 |
| `aves-00017-of-00030.parquet` | Mountain Quail | 2,381 |
| `aves-00018-of-00030.parquet` | New Zealand Robin | 2,753 |
| `aves-00019-of-00030.parquet` | Ostrich | 3,727 |
| `aves-00020-of-00030.parquet` | Petrel | 2,370 |
| `aves-00021-of-00030.parquet` | Pipit | 2,316 |
| `aves-00022-of-00030.parquet` | Red Junglefowls | 2,684 |
| `aves-00023-of-00030.parquet` | Spix's Guan | 3,032 |
| `aves-00024-of-00030.parquet` | Swamp Harrier | 2,917 |
| `aves-00025-of-00030.parquet` | Takahe | 2,085 |
| `aves-00026-of-00030.parquet` | Tui | 2,767 |
| `aves-00027-of-00030.parquet` | Vulturine Guinea Fowl | 4,420 |
| `aves-00028-of-00030.parquet` | Weka | 2,421 |
| `aves-00029-of-00030.parquet` | Wild Turkey | 2,057 |
| `aves-00030-of-00030.parquet` | Yellow-eyed Penguin | 2,817 |

---

## Summary Statistics

- **Total Mammals Images**: 65,583
- **Total Aves Images**: 73,528
- **Grand Total**: 139,111

---

## Usage

Each parquet file contains:
- `species_name`: Folder name for the species
- `filename`: Original image filename
- `image_bytes`: Raw image data (JPG format)
- `original_url`: Source URL from original dataset
- `dataset_name`: Name of source dataset
- `bbox`: Bounding box coordinates [x, y, width, height]
- `category`: Animal category/classification
- `source_image`: Original source image filename

### Loading a Species

```python
from huggingface_hub import hf_hub_download
import pyarrow.parquet as pq

# Download specific shard
parquet_file = hf_hub_download(
    repo_id="AI-EcoNet/ViT_animal_data",
    filename="data/mammals-00001-of-00030.parquet",
    repo_type="dataset"
)

# Read parquet file
table = pq.read_table(parquet_file)
df = table.to_pandas()

# Extract images
for idx, row in df.iterrows():
    with open(f"output/{row['filename']}", 'wb') as f:
        f.write(row['image_bytes'])
```

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*Generated on: 2025-11-14*