[论文阅读] 开源的多模态文档数据集,OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents王junjie 早稻田大学 信息理工与信息通信博士8 人赞同了该文章 目录 收起 1 Idea 2 创建多模态网页文档数据集 2.1 收集HTML文件 2.2 对HTML文件化简 2.3 提取多模态网页文档 2.4 ...
Does OPERA decoding support multi-image input? For example: Image1: <image>\nImage2: <image>\nWhat is the difference between image1 and image2? If not, do you have any plan for this?Owner shikiw commented Apr 8, 2024 Hi, thanks for your appreciation! The current implementation of ...
{ // list of input text sentences "sentences": [ "a kitchen is shown with a variety of items on the counters." ], // list of input image paths "images": [ "./assets/dataset/coco/val2014/COCO_val2014_000000384213.jpg" ], // list of corresponding sentence indexs for "images" "se...
Interleaved text/image Deep Mining on a large-scale radiology database. 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015; 1090-1099H. Shin, L. Lu, L. Kim, A. Seff, J. Yao, and R. M. Summers, "In- terleaved text/image deep mining on a large-scale ...
TaskDatasetModelMetric NameMetric ValueGlobal RankResultBenchmark Zero-Shot Video Question Answer ActivityNet-QA MiniGPT4-video-7B Accuracy 46.3 # 13 Compare Zero-Shot Video Question Answer MSRVTT-QA MiniGPT4-video-7B Accuracy 59.73 # 10 Compare Zero-Shot Video Question Answer MSVD-QA Mini...
To bolster model integrity, classifier-free guidance is incorporated, enhancing the effectiveness of vokens on image generation. Our model, MiniGPT-5, exhibits substantial improvement over the baseline Divter model on the MMDialog dataset and consistently delivers superior or comparable multimodal ...
Anole excels at the complex task of generating coherent sequences of alternating text and images. Through an innovative fine-tuning process using a carefully curated dataset of approximately 6,000 images, Anole achieves remarkable image generation and understanding capabilities with minimal additional trai...
For MMC4 dataset, simply download all the images and annotation files under the same directory specified in the configuration file. The raw annotation file with the suffix .jsonl.zip can be directly processed on the fly without further modification. For image-text pair datasets such as LAION-...
OBELICS is an open, massive and curated collection of interleaved image-text web documents, containing 141M documents, 115B text tokens and 353M images. Dataset page: https://huggingface.co/datasets/HuggingFaceM4/OBELICS Visualization of OBELICS web documents: https://huggingface.co/spaces/Hugging...
2024/06/13: 🚀 We introduce OmniCorpus, a 10 billion-level image-text interleaved dataset. This dataset contains 8.6 billion images, 1,696 billion text tokens, and 2.2 billion documents! Introduction OmniCorpus dataset is the largest multimodal dataset to date, which pushes the boundaries of ...