| | --- |
| | license: mit |
| | dataset_info: |
| | features: |
| | - name: image |
| | dtype: image |
| | - name: label |
| | dtype: |
| | class_label: |
| | names: |
| | '0': ai_generated |
| | '1': human_created |
| | - name: image_name |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 831331860 |
| | num_examples: 11998 |
| | - name: test |
| | num_bytes: 102610854 |
| | num_examples: 1500 |
| | - name: validation |
| | num_bytes: 101540782 |
| | num_examples: 1499 |
| | download_size: 1035437916 |
| | dataset_size: 1035483496 |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | - split: test |
| | path: data/test-* |
| | - split: validation |
| | path: data/validation-* |
| | task_categories: |
| | - image-classification |
| | language: |
| | - en |
| | tags: |
| | - images |
| | - ai |
| | pretty_name: Skynet Detection |
| | size_categories: |
| | - 10K<n<100K |
| | --- |
| | |
| | # Description |
| |
|
| | Roughly 15k images evenly split between AI generated and human generated for the purpose of training models to detect AI generated content. |
| | Images have been converted to numpy arrays and resized to 224x224x3 for alignment with CNN models available on Tensorflow |
| |
|
| | # Sources |
| |
|
| | The following sources were used to collect the images |
| |
|
| | [AI vs Human](Hemg/AI-Generated-vs-Real-Images-Datasets) |
| | [Open Images V7](https://storage.googleapis.com/openimages/web/index.html) |
| | [Laion - 400M](https://laion.ai/) |
| |
|
| | # Dataset_Info |
| | |
| | Features: |
| | - name: image |
| | dtype: numpy arrays (224x224x3) |
| | |
| | - name: label |
| | dtype: class_label |
| | - names: |
| | - '0': ai_generated |
| | - '1': human_created |
| | |
| | - name: image_name |
| | dtype: string |
| | description: unique index for tracking image |
| | |
| | Splits: |
| | |
| | - name: train |
| | num_bytes: 831 Mb |
| | num_examples: 11,998 |
| | |
| | - name: test |
| | num_bytes: 102 Mb |
| | num_examples: 1,500 |
| | |
| | - name: validation |
| | num_bytes: 101 Mb |
| | num_examples: 1,499 |
| | |
| | download_size: 1.04 Gb |
| | dataset_size: 1.04 Gb |
| | |
| | Configs: |
| |
|
| | - config_name: default |
| | |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | - split: test |
| | path: data/test-* |
| | - split: validation |
| | path: data/validation-* |
