|
|
--- |
|
|
configs: |
|
|
- config_name: split_20250821_120925 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_120925.parquet |
|
|
- config_name: split_20250821_122924 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_122924.parquet |
|
|
- config_name: split_20250821_123925 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_123925.parquet |
|
|
- config_name: split_20250821_124926 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_124926.parquet |
|
|
- config_name: split_20250821_130425 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_130425.parquet |
|
|
- config_name: split_20250821_131426 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_131426.parquet |
|
|
- config_name: split_20250821_133425 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_133425.parquet |
|
|
- config_name: split_20250821_134425 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_134425.parquet |
|
|
- config_name: split_20250821_140445 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_140445.parquet |
|
|
- config_name: split_20250821_141427 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_141427.parquet |
|
|
- config_name: split_20250821_142925 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_142925.parquet |
|
|
- config_name: split_20250821_143429 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_143429.parquet |
|
|
- config_name: split_20250821_145425 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_145425.parquet |
|
|
- config_name: split_20250821_150928 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_150928.parquet |
|
|
- config_name: split_20250821_152925 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_152925.parquet |
|
|
- config_name: split_20250821_155424 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_155424.parquet |
|
|
- config_name: split_20250821_161924 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_161924.parquet |
|
|
- config_name: split_20250821_163927 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_163927.parquet |
|
|
- config_name: split_20250821_170937 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_170937.parquet |
|
|
- config_name: split_20250821_173926 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_173926.parquet |
|
|
- config_name: split_20250821_180425 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_180425.parquet |
|
|
- config_name: split_20250821_182427 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_182427.parquet |
|
|
- config_name: split_20250821_184448 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_184448.parquet |
|
|
- config_name: split_20250821_185537 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_185537.parquet |
|
|
- config_name: split_20250821_191036 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_191036.parquet |
|
|
- config_name: split_20250821_192503 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_192503.parquet |
|
|
- config_name: split_20250821_194436 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_194436.parquet |
|
|
- config_name: split_20250821_195938 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_195938.parquet |
|
|
- config_name: split_20250821_200935 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_200935.parquet |
|
|
- config_name: split_20250821_201430 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_201430.parquet |
|
|
- config_name: split_20250821_203929 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250821_203929.parquet |
|
|
- config_name: split_20250822_081634 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250822_081634.parquet |
|
|
- config_name: split_20250823_101844 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250823_101844.parquet |
|
|
- config_name: split_20250823_212018 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250823_212018.parquet |
|
|
- config_name: split_20250824_091637 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250824_091637.parquet |
|
|
- config_name: split_20250825_011818 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250825_011818.parquet |
|
|
- config_name: split_20250826_011735 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250826_011735.parquet |
|
|
- config_name: split_20250826_201630 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250826_201630.parquet |
|
|
- config_name: split_20250827_171634 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250827_171634.parquet |
|
|
- config_name: split_20250828_171741 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250828_171741.parquet |
|
|
- config_name: split_20250829_152007 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250829_152007.parquet |
|
|
- config_name: split_20250830_121729 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250830_121729.parquet |
|
|
- config_name: split_20250831_101744 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250831_101744.parquet |
|
|
- config_name: split_20250901_051630 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250901_051630.parquet |
|
|
- config_name: split_20250901_221746 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250901_221746.parquet |
|
|
- config_name: split_20250902_181639 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250902_181639.parquet |
|
|
- config_name: split_20250903_171626 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250903_171626.parquet |
|
|
- config_name: split_20250904_141819 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250904_141819.parquet |
|
|
- config_name: split_20250905_112051 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250905_112051.parquet |
|
|
- config_name: split_20250906_101618 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250906_101618.parquet |
|
|
- config_name: split_20250907_061726 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250907_061726.parquet |
|
|
- config_name: split_20250908_031640 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250908_031640.parquet |
|
|
- config_name: split_20250908_231634 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250908_231634.parquet |
|
|
- config_name: split_20250909_231638 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250909_231638.parquet |
|
|
- config_name: split_20250910_211645 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250910_211645.parquet |
|
|
- config_name: split_20250911_191641 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250911_191641.parquet |
|
|
- config_name: split_20250912_171724 |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/split_20250912_171724.parquet |
|
|
dataset_info: |
|
|
features: |
|
|
- name: media_hash |
|
|
dtype: string |
|
|
- name: model_name |
|
|
dtype: string |
|
|
- name: label |
|
|
dtype: int64 |
|
|
- name: timestamp |
|
|
dtype: int64 |
|
|
- name: file_age_hours |
|
|
dtype: float32 |
|
|
- name: media_image |
|
|
dtype: image |
|
|
--- |
|
|
|
|
|
# BitMind Image Benchmarks |
|
|
|
|
|
This dataset contains AI-generated image samples. |
|
|
|
|
|
## Dataset Structure |
|
|
|
|
|
Each config represents a batch upload with: |
|
|
- Parquet files in `data/` containing image data and metadata |
|
|
|
|
|
## Loading the Dataset |
|
|
|
|
|
```python |
|
|
from datasets import load_dataset |
|
|
|
|
|
# List available configs (timestamps) |
|
|
configs = ['split_20250821_110436', 'split_20250821_112432', ...] |
|
|
|
|
|
# Load specific config |
|
|
dataset = load_dataset('bitmind/bm-image-benchmarks', 'split_20250821_110436') |
|
|
|
|
|
# Access data |
|
|
for sample in dataset['train']: |
|
|
print(f"Model: {sample['model_name']}") |
|
|
print(f"Label: {sample['label']}") |
|
|
# sample['media_image'] contains the PIL Image |
|
|
image = sample['media_image'] |
|
|
image.show() # Display the image |
|
|
``` |
|
|
|
|
|
## Processing Images |
|
|
|
|
|
```python |
|
|
from datasets import load_dataset |
|
|
from PIL import Image |
|
|
|
|
|
# Load dataset (images and metadata) |
|
|
config = 'split_20250821_110436' # Use your desired config |
|
|
dataset = load_dataset('bitmind/bm-image-benchmarks', config) |
|
|
|
|
|
# Process images with metadata |
|
|
for sample in dataset['train']: |
|
|
image = sample['media_image'] # PIL Image object |
|
|
print(f"Model: {sample['model_name']}") |
|
|
print(f"Label: {sample['label']}") |
|
|
print(f"Hash: {sample['media_hash']}") |
|
|
|
|
|
# Your image processing code here |
|
|
# image.save(f"{sample['media_hash']}.png") |
|
|
``` |
|
|
|
