diff --git a/frontend/pages/projects/_id/labels/add.vue b/frontend/pages/projects/_id/labels/add.vue
new file mode 100644
index 00000000..d97d5c3e
--- /dev/null
+++ b/frontend/pages/projects/_id/labels/add.vue
@@ -0,0 +1,253 @@
+<template>
+  <v-card>
+    <v-card-title>Create a Label Type</v-card-title>
+    <v-card-text>
+      <v-form
+        ref="form"
+        v-model="valid"
+      >
+        <v-row>
+          <v-col cols="12" sm="6">
+            <v-text-field
+              v-model="editedItem.text"
+              :counter="100"
+              :label="$t('labels.labelName')"
+              :rules="[rules.required, rules.counter, rules.nameDuplicated]"
+              outlined
+              required
+            />
+          </v-col>
+          <v-col cols="12" sm="6">
+            <v-select
+              v-model="editedItem.suffixKey"
+              :items="shortkeys"
+              :label="$t('labels.key')"
+              :rules="[rules.keyDuplicated]"
+              outlined
+            />
+          </v-col>
+        </v-row>
+
+        <v-row>
+          <v-col cols="12" sm="12">
+            <v-text-field
+              v-model="editedItem.backgroundColor"
+              :rules="[rules.validColor]"
+              label="Color"
+              hide-details="auto"
+              outlined
+              required
+            />
+            <v-chip-group
+              v-model="selectedColorIndex"
+              column
+              mandatory
+            >
+              <v-chip
+                v-for="color in predefinedColors"
+                :key="color"
+                :color="color"
+                filter
+                label
+                style="height: 32px; width: 32px;"
+              />
+              <v-tooltip bottom>
+                <template #activator="{ on, attrs }">
+                  <v-chip
+                    label
+                    v-bind="attrs"
+                    v-on="on"
+                    @click="setRandomColor"
+                  >
+                    <v-icon>{{ mdiReload }}</v-icon>
+                  </v-chip>
+                </template>
+                <span>Random color</span>
+              </v-tooltip>
+            </v-chip-group>
+          </v-col>
+        </v-row>
+
+        <v-row>
+          <v-col>
+            <div class="title black--text mb-2">Preview</div>
+            <v-chip
+              :color="editedItem.backgroundColor"
+              :text-color="textColor"
+            >
+              {{ editedItem.text }}
+              <v-avatar
+                v-if="editedItem.suffixKey"
+                right
+                color="white"
+                class="black--text font-weight-bold"
+              >
+                {{ editedItem.suffixKey }}
+              </v-avatar>
+            </v-chip>
+          </v-col>
+        </v-row>
+
+        <v-row>
+          <v-col cols="12" sm="12">
+            <v-btn
+              :disabled="!valid"
+              color="primary"
+              class="text-capitalize"
+              @click="save"
+            >
+              Save
+            </v-btn>
+
+            <v-btn
+              :disabled="!valid"
+              color="primary"
+              style="text-transform: none"
+              outlined
+              @click="saveAndAnother"
+            >
+              Save and add another
+            </v-btn>
+          </v-col>
+        </v-row>
+      </v-form>
+    </v-card-text>
+  </v-card>
+</template>
+
+<script lang="ts">
+import Vue from 'vue'
+import { mdiReload } from '@mdi/js';
+import { LabelDTO } from '~/services/application/label/labelData'
+import { ProjectDTO } from '~/services/application/project/projectData'
+
+export default Vue.extend({
+
+  components: {
+  },
+
+  layout: 'project',
+
+  validate({ params, app }) {
+    if (/^\d+$/.test(params.id)) {
+      return app.$services.project.findById(params.id)
+      .then((res:ProjectDTO) => {
+        return res.canDefineLabel
+      })
+    }
+    return false
+  },
+
+  data() {
+    return {
+      editedItem: {
+        text: '',
+        prefixKey: null,
+        suffixKey: null,
+        backgroundColor: '#2196F3',
+        textColor: '#ffffff'
+      } as LabelDTO,
+      defaultItem: {
+        text: '',
+        prefixKey: null,
+        suffixKey: null,
+        backgroundColor: '#2196F3',
+        textColor: '#ffffff'
+      } as LabelDTO,
+      items: [] as LabelDTO[],
+      selectedColorIndex: 0,
+      valid: false,
+      rules: {
+        required: (v: string) => !!v || 'Required',
+        // @ts-ignore
+        counter: (v: string) => (v && v.length <= 100) || this.$t('rules.labelNameRules').labelLessThan100Chars,
+        // @ts-ignore
+        nameDuplicated: (v: string) => (!this.usedNames.includes(v)) || this.$t('rules.labelNameRules').duplicated,
+        // @ts-ignore
+        keyDuplicated: (v: string) => !this.usedKeys.includes(v) || this.$t('rules.keyNameRules').duplicated,
+        validColor: (v: string) => (/^#[0-9A-F]{6}$/i.test(v)) || 'This string is NOT a valid hex color.'
+      },
+      mdiReload
+    }
+  },
+
+  computed: {
+    projectId(): string {
+      return this.$route.params.id
+    },
+    usedNames(): string[] {
+      return this.items.map(item => item.text)
+    },
+    usedKeys(): string[] {
+      return this.items.map(item => item.suffixKey)
+                       .filter(item => item !==null) as string[]
+    },
+
+    service(): any {
+      const type = this.$route.query.type
+      if (type === 'category') {
+        return this.$services.categoryType
+      } else {
+        return this.$services.spanType
+      }
+    },
+
+    shortkeys() {
+      return '0123456789abcdefghijklmnopqrstuvwxyz'.split('')
+    },
+
+    predefinedColors(): string[] {
+      return [
+        '#73D8FF', '#009CE0', '#0062B1',
+        '#AEA1FF', '#7B64FF', '#653294',
+        '#FDA1FF', '#FA28FF', '#AB149E',
+        '#68CCCA', '#16A5A5', '#0C797D',
+        '#A4DD00', '#68BC00', '#194D33',
+        '#FCDC00', '#FCC400', '#FB9E00',
+        '#F44E3B', '#D33115', '#9F0500'
+      ]
+    },
+
+    textColor(): string {
+      return this.$contrastColor(this.editedItem.backgroundColor)
+    }
+  },
+
+  watch: {
+    selectedColorIndex(value) {
+      if (value < this.predefinedColors.length) {
+        this.editedItem.backgroundColor = this.predefinedColors[this.selectedColorIndex]
+      }
+    }
+  },
+
+  async created() {
+    this.items = await this.service.list(this.projectId)
+  },
+
+  methods: {
+    async save() {
+      await this.service.create(this.projectId, this.editedItem)
+      this.$router.push(`/projects/${this.projectId}/labels`)
+    },
+
+    async saveAndAnother() {
+      await this.service.create(this.projectId, this.editedItem)
+      this.editedItem = Object.assign({}, this.defaultItem)
+    },
+
+    setRandomColor() {
+      const color = this.generateRandomColor()
+      this.editedItem.backgroundColor = color
+    },
+
+    generateRandomColor(){
+      const maxVal = 0xFFFFFF
+      const randomNumber = Math.floor(Math.random() * maxVal)
+      const randomString = randomNumber.toString(16)
+      const randColor = randomString.padStart(6, '0')
+      return `#${randColor.toUpperCase()}`
+    }
+  }
+})
+</script>
diff --git a/frontend/pages/projects/_id/labels/index.vue b/frontend/pages/projects/_id/labels/index.vue
index 4d771308..95d22dae 100644
--- a/frontend/pages/projects/_id/labels/index.vue
+++ b/frontend/pages/projects/_id/labels/index.vue
@@ -6,7 +6,7 @@
     </v-tabs>
     <v-card-title>
       <action-menu
-        @create="dialogCreate=true"
+        @create="$router.push('labels/add?type=' + labelType)"
         @upload="dialogUpload=true"
         @download="download"
       />
@@ -136,6 +136,20 @@ export default Vue.extend({
       }
     },
 
+    labelType(): string {
+      if (this.hasMultiType) {
+        if (this.tab === 0) {
+          return 'category'
+        } else {
+          return 'span'
+        }
+      } else if (this.project.projectType.endsWith('Classification')) {
+        return 'category'
+      } else {
+        return 'span'
+      }
+    },
+
     service(): any {
       if (!('projectType' in this.project)) {
         return