File size: 8,045 Bytes
ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ecb2e06 b241924 ca307f0 0ad117a 7f3791b 846053d af1976e ba72974 fd7f33a a658011 af7b6db 45dda5e 972005b 6c70f4d 08c8190 b50d34b 99376f7 bca025b 7d88c62 f4bb325 2fe9a43 8c890c7 2e6e566 ef8ea9d 10c2411 0044182 82dbd25 b241924 ecb2e06 b241924 ecb2e06 90d9bbf ca307f0 90d9bbf |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 |
---
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")
```
|