| # MME-RealWorld Dataset | |
| This dataset contains multiple JSON files split into chunks. It includes information such as questions, images encoded in base64, and other related metadata. | |
| ## Usage | |
| You can load the dataset using the `datasets` library: | |
| ```python | |
| from datasets import load_dataset | |
| dataset = load_dataset('yifanzhang114/MME-RealWorld-Base64', data_dir='MME-RealWorld') | |
| dataset = load_dataset('yifanzhang114/MME-RealWorld-Base64', data_dir='MME-RealWorld-CN') | |
| ## the image can be decoded by | |
| def decode_base64_to_image(base64_string, target_size=-1): | |
| image_data = base64.b64decode(base64_string) | |
| image = Image.open(io.BytesIO(image_data)) | |
| if image.mode in ('RGBA', 'P'): | |
| image = image.convert('RGB') | |
| if target_size > 0: | |
| image.thumbnail((target_size, target_size)) | |
| return image | |
| ``` |