Yueha0/FoodReasonSeg
收藏Hugging Face2024-06-10 更新2024-06-29 收录
下载链接：
https://hf-mirror.com/datasets/Yueha0/FoodReasonSeg
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资源简介：
---
license: apache-2.0
---
# FoodReasonSeg
FoodReasonSeg is built upon the food segmentation dataset [FoodSeg103](https://xiongweiwu.github.io/foodseg103.html).
We provide the ingredients list to [GPT-4](https://chatgpt.com) and request it to generate multi-round conversations where the questions require complex reasoning.
The corresponding masks from the original dataset for the ingredients mentioned in the answers are used as segmentation labels.
For more details, please refer to our paper [FoodLMM](https://arxiv.org/pdf/2312.14991).
## Uses
Download the original [FoodSeg103](https://xiongweiwu.github.io/foodseg103.html) dataset,
the corresponding images and masks for the dialogues can be found in the dataset.
You can refer to our [code](https://github.com/YuehaoYin/FoodLMM?tab=readme-ov-file#datasets) for more details.
提供机构：
Yueha0
原始信息汇总
FoodReasonSeg
概述
- 基础数据集: 基于FoodSeg103数据集构建。
- 数据生成: 提供食材列表给GPT-4，生成多轮对话，问题需要复杂推理。
- 标签生成: 使用原始数据集中提到的食材对应的掩码作为分割标签。
使用
- 数据来源: 下载原始FoodSeg103数据集。
- 详细信息: 对话对应的图像和掩码可在数据集中找到。
- 代码参考: 参考代码获取更多细节。
