Hugging Face model: xingjianleng/mplug_visual-question-answering_coco_large_en
Author: xingjianleng
Created: 2025-05-21 14:24:53
Last modified: 2025-05-21 14:47:53
Likes: 0 | Downloads: 40
Tags: pytorch, transformer, Alibaba, volume:abs/2205.12005, en, dataset:CC, dataset:MSCOCO, dataset:VG, dataset:SBU, dataset:VQA, arxiv:2205.12005, license:apache-2.0, region:us
Card metadata:
tasks: visual-question-answering
widgets: task: visual-question-answering
inputs: type: image
name: image
title: 图片
validator: max_size: 10M
max_resolution: 5000*5000, type: text
name: question
title: 问题
examples: name: 1
title: 示例1
inputs: name: image
data: https://alice-open.oss-cn-zhangjiakou.aliyuncs.com/mPLUG/image_mplug_vqa_5.jpg, name: question
data: what name is this guy?, name: 2
title: 示例2
inputs: name: image
data: https://alice-open.oss-cn-zhangjiakou.aliyuncs.com/mPLUG/image_mplug_vqa_4.jpg, name: question
data: what is the name of the planet?, name: 3
title: 示例3
inputs: name: image
data: https://alice-open.oss-cn-zhangjiakou.aliyuncs.com/mPLUG/image_mplug_vqa_1.jpg, name: question
data: what airline owns this plane?, name: 4
title: 示例4
inputs: name: image
data: http://xingchen-data.oss-cn-zhangjiakou.aliyuncs.com/maas/visual-question-answering/visual_question_answering.png, name: question
data: what is grown on the plant?, name: 5
title: 示例5
inputs: name: image
data: https://alice-open.oss-cn-zhangjiakou.aliyuncs.com/mPLUG/image_mplug_vqa_3.jpg, name: question
data: What do you call the devices on top of the pole?, name: 6
title: 示例6
inputs: name: image
data: https://alice-open.oss-cn-zhangjiakou.aliyuncs.com/mPLUG/image_mplug_vqa_2.jpg, name: question
data: what does this machine do?
inferencespec: cpu: 4
memory: 12000
gpu: 1
gpu_memory: 16000
model-type: mplug
domain: multi-modal
frameworks: pytorch
backbone: transformer
metrics: accuracy
license: apache-2.0
finetune-support: yes
language: en
tags: transformer, Alibaba, volume:abs/2205.12005
datasets: CC, MSCOCO, VG, SBU, VQA