Datasets:
File size: 5,202 Bytes
c75595f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 |
# 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'])
```
---
*Generated on: 2025-11-14*
|