title: Visual Question Answering
type: community
group: Computer Vision
image: /static/templates/visual-question-answering.png
details: |
  <h1>Answer the questions related to what you see on the picture</h1>
  <dl>
    <dt>Industry Applications</dt>
    <dd>accessibility tools, educational assessment, autonomous systems, robotics navigation, medical image analysis, surveillance intelligence, content moderation, e-commerce search, museum guide systems, smart home automation, industrial quality control, retail analytics</dd>
    <dt>Associated Models</dt>
    <dd>ViLBERT, LXMERT, VisualBERT, UNITER, BLIP, GPT-4V, Flamingo</dd>
    <dt>Domain Terminology</dt>
    <dd>multimodal reasoning, visual reasoning, scene understanding, visual intelligence, cross-modal fusion</dd>
  </dl>
config: |
  <View>
    <Image name="image" value="$image"/>
    <Labels name="aspect" toName="q1">
      <Label value="attribute identification" background="#F39C12"/>
      <Label value="counting" background="#E74C3C"/>
      <Label value="comparison" background="#3498DB"/>
      <Label value="multiple attention" background="#2ECC71"/>
      <Label value="logical operations" background="#8E44AD"/>
    </Labels>
    <Header value="Please answer these questions:"/>

    <View style="display: grid; grid-template-columns: 1fr 10fr 1fr 3fr; column-gap: 1em">
      <Header value="Q1:"/>
    <Text name="q1" value="$q1"/>
     <Header value="A1:"/>
      <TextArea name="answer1" toName="q1" rows="1" maxSubmissions="1"/>
    </View>

    <View style="display: grid; grid-template-columns: 1fr 10fr 1fr 3fr; column-gap: 1em">
      <Header value="Q2:"/>
    <Text name="q2" value="$q2"/>
     <Header value="A2:"/>
      <TextArea name="answer2" toName="q2" rows="1" maxSubmissions="1"/>
    </View>
    <View style="display: grid; grid-template-columns: 1fr 10fr 1fr 3fr; column-gap: 1em">
      <Header value="Q3:"/>
    <Text name="q3" value="$q3"/>
     <Header value="A3:"/>
      <TextArea name="answer3" toName="q3" rows="1" maxSubmissions="1"/>
      </View>
    <View style="display: grid; grid-template-columns: 1fr 10fr 1fr 3fr; column-gap: 1em">
      <Header value="Q4:"/>
    <Text name="q4" value="$q4"/>
     <Header value="A4:"/>
      <TextArea name="answer4" toName="q4" rows="1" maxSubmissions="1"/>
      </View>
  </View>