diff --git a/README.md b/README.md index d5a11356a5d153c9c22fc652288a07851b903b87..45823818fa302a5087474fd5c30e3528d8fb5f09 100644 --- a/README.md +++ b/README.md @@ -1,37 +1,37 @@ --- license: cc-by-nc-4.0 task_categories: -- pixel-level caption -- relationship analysis +- text-generation +- image-to-text - summarization - question-answering language: - en --- -## 🎨 Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want +# 🎨 Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want The interaction between humans and artificial intelligence (AI) is a crucial factor that reflects the effectiveness of multimodal large language models (MLLMs). However, current MLLMs primarily focus on image-level comprehension and limit interaction to textual instructions, thereby constraining their flexibility in usage and depth of response. Therefore, we introduce the **Draw-and-Understand project**: a new model, a multi-domain dataset, and a challenging benchmark for visual prompting. -### Training and Eval Dataset Card +## Training and Eval Dataset Card - MDVP-Data is a comprehensive dataset for multi-domain visual-prompt instruction tuning. This dataset encompasses data for both point-level and region-level understanding, designed to enhance a model’s comprehension ability and robustness. - Based on MDVP-Data, we also introduce MDVP-Bench, a challenging benchmark designed to evaluate tasks that require a combination of detailed description referrals, inter-relationship analysis, and complex reasoning. -### Paper and Code +## Paper and Code Paper: [https://arxiv.org/abs/2312.10032](https://arxiv.org/abs/2312.10032) \ Code: [https://github.com/AFeng-x/Draw-and-Understand](https://github.com/AFeng-x/Draw-and-Understand) -### License +## License Attribution-NonCommercial 4.0 International \ It should abide by the policy of OpenAI: https://openai.com/policies/terms-of-use. -### Citations +## Citations ``` @misc{ } diff --git a/stage_2_fine-tuning/MDVP-Data/QA/gpt4v_ade20k_QA_point.json b/stage_2_fine-tuning/MDVP-Data/QA/gpt4v_ade20k_QA_point.json new file mode 100644 index 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Face](https://huggingface.co/datasets/AntGroup-MI/Osprey-724K) in detail caption, please download them from official repo. \ No newline at end of file diff --git a/stage_2_fine-tuning/image_caption/laionGPT4v_image_caption.json b/stage_2_fine-tuning/image_caption/laionGPT4v_image_caption.json new file mode 100644 index 0000000000000000000000000000000000000000..df9c962184f1bbab03854139e9227c31f3aecd0c --- /dev/null +++ b/stage_2_fine-tuning/image_caption/laionGPT4v_image_caption.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1390ab0ece12e4b72f61a321293c453f8c2541cbd717ba36bae06a7b9596941 +size 12421417 diff --git a/stage_2_fine-tuning/image_caption/shareGPT4v_image_caption.json b/stage_2_fine-tuning/image_caption/shareGPT4v_image_caption.json new file mode 100644 index 0000000000000000000000000000000000000000..7c8bd683c939a5b2710d85db01a53acdc2bf5d07 --- /dev/null +++ b/stage_2_fine-tuning/image_caption/shareGPT4v_image_caption.json @@ -0,0 +1,3 @@ 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