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Running
on
Zero
| from PIL import Image | |
| def expand2square(pil_img, background_color): | |
| width, height = pil_img.size | |
| if width == height: | |
| return pil_img | |
| elif width > height: | |
| result = Image.new(pil_img.mode, (width, width), background_color) | |
| result.paste(pil_img, (0, (width - height) // 2)) | |
| return result | |
| else: | |
| result = Image.new(pil_img.mode, (height, height), background_color) | |
| result.paste(pil_img, ((height - width) // 2, 0)) | |
| return result | |
| CAPTION_QUESTIONS = [ | |
| 'Could you please give me a detailed description of the image?', | |
| 'Can you provide a thorough description of the this image?', | |
| 'Please provide a thorough description of the this image', | |
| 'Please provide a thorough description of the this image.', | |
| 'Please describe in detail the contents of the image.', | |
| 'Please describe in detail the contents of the image', | |
| 'Could you give a comprehensive explanation of what can be found within this picture?', | |
| 'Could you give me an elaborate explanation of this picture?', | |
| 'Could you provide me with a detailed analysis of this photo?', | |
| 'Could you please give me a detailed description of the image?', | |
| 'Can you provide a thorough description of the this image?', | |
| 'Please describe in detail the contents of the image', | |
| 'Please describe in detail the contents of the image.', | |
| 'Can you give a comprehensive explanation of this photo', | |
| 'Please provide an elaborate explanation of this picture.', | |
| 'Please provide an elaborate explanation of this picture', | |
| 'Could you provide me with a detailed analysis of this photo', | |
| ] | |
| REGION_QUESTIONS = [ | |
| 'Can you provide me with a detailed description of the region in the picture marked by <region>?', | |
| "I'm curious about the region represented by <region> in the picture. Could you describe it in detail?", | |
| 'What can you tell me about the region indicated by <region> in the image?', | |
| "I'd like to know more about the area in the photo labeled <region>. Can you give me a detailed description?", | |
| 'Could you describe the region shown as <region> in the picture in great detail?', | |
| 'What details can you give me about the region outlined by <region> in the photo?', | |
| 'Please provide me with a comprehensive description of the region marked with <region> in the image.', | |
| 'Can you give me a detailed account of the region labeled as <region> in the picture?', | |
| "I'm interested in learning more about the region represented by <region> in the photo. Can you describe it in detail?", | |
| 'What is the region outlined by <region> in the picture like? Could you give me a detailed description?', | |
| 'Can you provide me with a detailed description of the region in the picture marked by <region>, please?', | |
| "I'm curious about the region represented by <region> in the picture. Could you describe it in detail, please?", | |
| 'What can you tell me about the region indicated by <region> in the image, exactly?', | |
| "I'd like to know more about the area in the photo labeled <region>, please. Can you give me a detailed description?", | |
| 'Could you describe the region shown as <region> in the picture in great detail, please?', | |
| 'What details can you give me about the region outlined by <region> in the photo, please?', | |
| 'Please provide me with a comprehensive description of the region marked with <region> in the image, please.', | |
| 'Can you give me a detailed account of the region labeled as <region> in the picture, please?', | |
| "I'm interested in learning more about the region represented by <region> in the photo. Can you describe it in detail, please?", | |
| 'What is the region outlined by <region> in the picture like, please? Could you give me a detailed description?', | |
| ] | |
| REGION_GROUP_QUESTIONS = [ | |
| 'Could you please give me a detailed description of these areas <region>?', | |
| 'Can you provide a thorough description of the regions <region> in this image?', | |
| 'Please describe in detail the contents of the boxed areas <region>.', | |
| 'Could you give a comprehensive explanation of what can be found within <region> in the picture?', | |
| 'Could you give me an elaborate explanation of the <region> regions in this picture?', | |
| 'Can you provide a comprehensive description of the areas identified by <region> in this photo?', | |
| 'Help me understand the specific locations labeled <region> in this picture in detail, please.', | |
| 'What is the detailed information about the areas marked by <region> in this image?', | |
| 'Could you provide me with a detailed analysis of the regions designated <region> in this photo?', | |
| 'What are the specific features of the areas marked <region> in this picture that you can describe in detail?', | |
| 'Could you elaborate on the regions identified by <region> in this image?', | |
| 'What can you tell me about the areas labeled <region> in this picture?', | |
| 'Can you provide a thorough analysis of the specific locations designated <region> in this photo?', | |
| 'I am interested in learning more about the regions marked <region> in this image. Can you provide me with more information?', | |
| 'Could you please provide a detailed description of the areas identified by <region> in this photo?', | |
| 'What is the significance of the regions labeled <region> in this picture?', | |
| 'I would like to know more about the specific locations designated <region> in this image. Can you provide me with more information?', | |
| 'Can you provide a detailed breakdown of the regions marked <region> in this photo?', | |
| 'What specific features can you tell me about the areas identified by <region> in this picture?', | |
| 'Could you please provide a comprehensive explanation of the locations labeled <region> in this image?', | |
| 'Can you provide a detailed account of the regions designated <region> in this photo?', | |
| 'I am curious about the areas marked <region> in this picture. Can you provide me with a detailed analysis?', | |
| 'What important details can you tell me about the specific locations identified by <region> in this image?', | |
| 'Could you please provide a detailed description of the regions labeled <region> in this photo?', | |
| 'What can you tell me about the features of the areas designated <region> in this picture?', | |
| 'Can you provide a comprehensive overview of the regions marked <region> in this image?', | |
| 'I would like to know more about the specific locations identified by <region> in this photo. Can you provide me with more information?', | |
| 'What is the detailed information you have on the areas labeled <region> in this picture?', | |
| 'Could you provide me with a thorough analysis of the regions designated <region> in this image?', | |
| 'Can you provide a detailed explanation of the specific locations marked by <region> in this photo?' | |
| ] | |
| GCG_QUESTIONS = [ | |
| 'Could you please give me a detailed description of the image? Please respond with interleaved segmentation masks for the corresponding parts of the answer.', | |
| 'Can you provide a thorough description of the this image? Please output with interleaved segmentation masks for the corresponding phrases.', | |
| 'Please describe in detail the contents of the image. Please respond with interleaved segmentation masks for the corresponding parts of the answer.', | |
| 'Could you give a comprehensive explanation of what can be found within this picture? Please output with interleaved segmentation masks for the corresponding phrases.', | |
| 'Could you give me an elaborate explanation of this picture? Please respond with interleaved segmentation masks for the corresponding phrases.', | |
| 'Could you provide me with a detailed analysis of this photo? Please output with interleaved segmentation masks for the corresponding parts of the answer.', | |
| ] | |
| SEG_QUESTIONS = [ | |
| "Can you segment the {class_name} in this image?", | |
| "Please segment {class_name} in this image.", | |
| "What is {class_name} in this image? Please respond with segmentation mask.", | |
| "What is {class_name} in this image? Please output segmentation mask.", | |
| "Can you segment the {class_name} in this image", | |
| "Please segment {class_name} in this image", | |
| "What is {class_name} in this image? Please respond with segmentation mask", | |
| "What is {class_name} in this image? Please output segmentation mask", | |
| "Could you provide a segmentation mask for the {class_name} in this image?", | |
| "Please identify and segment the {class_name} in this image.", | |
| "Where is the {class_name} in this picture? Please respond with a segmentation mask.", | |
| "Can you highlight the {class_name} in this image with a segmentation mask?", | |
| "Could you provide a segmentation mask for the {class_name} in this image", | |
| "Please identify and segment the {class_name} in this image", | |
| "Where is the {class_name} in this picture? Please respond with a segmentation mask", | |
| "Can you highlight the {class_name} in this image with a segmentation mask", | |
| ] | |
| ANSWER_LIST = [ | |
| "It is [SEG].", | |
| "Sure, [SEG].", | |
| "Sure, it is [SEG].", | |
| "Sure, the segmentation result is [SEG].", | |
| "[SEG].", | |
| ] |