测试样本来自不同的来源,包括开源数据集如 nuScenes,Waymo Open dataset,Berkeley Deep Drive-X (eXplanation) Dataset (BDD-X) ,D 2 -city,Car Crash Dataset (CCD),TSD,CODA,ADD,以及 V2X 数据集如 DAIR-V2X 和 CitySim。 此外,一些样本来自 CARLA 模拟环境,而其他样本则是从互联网上获取的。值得一提的是...
他们要求 GPT-4V 采取必要行动，并对其选择做出解释，从而挑战其在实际驾驶场景中的能力极限。测试采用了经过精心挑选的代表不同驾驶场景的图片和视频。测试样本来自不同渠道，包括 nuScenes、Waymo Open 数据集、Berkeley Deep Drive-X (eXplanation) Dataset (BDD-X)、D2 -city、Car Crash Dataset (CCD)、TSDD、...
The pre-trained model was first trained to predict the next word in a document, using a large dataset of text and image data from the Internet as well as licensed sources of data. It was then fine-tuned with additional data, using an algorithm called reinforcement learning from human feed...
Design Principles and Characteristics of the RS-GPT4V Dataset Illustrates the dataset's design principles focusing on unity, diversity, correctness, complexity, richness, and robustness. Principles-Driven Pipeline for RS-GPT4V Dataset Construction The construction process follows a structured approach integr...
Benchmark Code for Chinese Pun Rebus Art Dataset Please analyze the provided image carefully to identify key visual elements. Focus on components that traditionally have symbolic meaning in the cultural context from which the artwork originates.\ Look for elements that might represent ideas, virtues,...
SFT Dataset: 学术界开源的比较好的训练数据目前主要是 LLaVA 系列,其利用 bounding box 等辅助信息将图片文本化后,利用 ChatGPT/GPT-4 来生成了大量的 pseudo multimodal pair (detailed captioning, reasoning and conversation)。这个范式非常有效,也是为什么 LLaVA 系列一出来效果很惊艳的原因。但他依旧存在着一些...
图像来源:GitHub - linhandev/dataset: 医学影像数据集列表 『An Index for Medical Imaging Datasets』github.com/linhandev/da https://www.kaggle.com/datasets/nih-chest-xrays/data#:~:text=Class%20descriptions,Hernia 图片输入 GPT-V 判别结果:(肺炎,0.7) 1. 肺炎: ◦置信度: 0.7 ◦原因: X 光...
Dataset Cards All datasets can be foundhere. The structure of naming is shown below: ALLaVA-4V ├── ALLaVA-Caption-4V │ ├── ALLaVA-Caption-LAION-4V │ └── ALLaVA-Caption-VFLAN-4V ├── ALLaVA-Instruct-4V │ ├── ALLaVA-Instruct-LAION-4V │ └── ALLaVA-Instruct-V...
We have produced a dataset of 4.9K geometry problems and combined it with 19K open-source data to form our GeoGPT4V dataset. Experimental results demonstrate that the GeoGPT4V dataset significantly improves the geometry performance of various models on the MathVista and MathVision benchmarks. ...
Source: Conversation with Bing, 3/19/2024 (1) ShareGPT4V: Improving Large Multi-Modal Models with Better Captions. https://arxiv.org/pdf/2311.12793.pdf. (2) openchat/openchat_sharegpt4_dataset · Datasets at Hugging Face. https://huggingface.co/datasets/openchat/openchat_sharegpt4_dataset. ...