We demonstrate the effectiveness of GPV-I by jointly training it on VQA, Captioning, Localization, and Classification tasks and achieveing favorable performance in comparison to specialized single-task models.

2021年4月1日 · In this paper, we propose GPV-1, a task-agnostic vision-language architecture that can learn and perform tasks that involve receiving an image and producing text and/or bounding boxes, including classification, localization, …

为了减少开发新应用所需的时间和专业知识，GPV-1 提出一种与任务无关的 视觉语言 架构，旨在创建可以学习和执行一系列任务的通用视觉系统，甚至无需对架构或学习过程进行任何修改。

In this paper, we propose GPV-1, a task-agnostic vision-language architecture that can learn and perform tasks that involve receiving an image and producing text and/or bounding boxes, including clas-sification, localization, visual question answering, caption-ing, and more.

We propose a general purpose vision sys-tem, GPV-I, that takes an image and a natural language task description and outputs bounding boxes, confidences and text. GPV-I can be trained end-to-end on any task that demands a box or text output without any architecture modifications such as adding a new task-head.

A GPV that uses the VinVL object detector and T5 language model. It is trained on data from the MS COCO dataset for five tasks including classification, localization, visual question answering, captioning and classification-in-context.

2008年11月21日 · Reposition your spring collets so they are just touching the spring and pushing it lightly aginst the centre slider and re-tighten the grub screws. Job done. Two minutes with a …

The GPV-1 may be an RTR model, however it accepts quite a few adjustments and can be suitably hopped up. Let's take a look at what it's made of! The chassis is GRP and plastic, but …

2009年9月22日 · Right lets get straight into the main points to fix on the GPV-1 RTR from the box.

2022年10月29日 · We demonstrate webly-supervised concept expansion on two existing GPV architectures (GPV-1 and VL-T5) as well as our proposed GPV-2 architecture. In addition to outperforming previous architectures, GPV-2 expands the inputs to contain bounding boxes which enables support for niche tasks like Human-Object Interaction detection with multi-step ...