| const { createApp, ref, onMounted, computed } = Vue; |
| import { HfInference } from "https://cdn.skypack.dev/@huggingface/inference@latest"; |
|
|
| const getRandomImageUrl = async () => { |
| const randomImageRequest = await fetch("https://source.unsplash.com/random/640x480") |
| return randomImageRequest.url |
| } |
| const getImageBuffer = async (imageUrl) => { |
| const imageRequest = await fetch(imageUrl) |
| const imageBuffer = await imageRequest.arrayBuffer() |
| return imageBuffer |
| } |
|
|
| const app = createApp({ |
| setup() { |
| const token = ref(localStorage.getItem("token") || ""); |
| const models = ref(["google/vit-base-patch16-224", "microsoft/resnet-50", "timm/mobilenetv3_large_100.ra_in1k"]); |
| const selectedModel = ref(""); |
| const imageUrl = ref(""); |
| const loading = ref(false); |
| const didErrorOccur = ref(false) |
| const classificationLabels = ref([]) |
|
|
| const statusMessage = computed(() => { |
| if (loading.value) return "Loading..." |
| return "Ready" |
| }) |
|
|
| const run = async () => { |
| reset() |
| loading.value = true; |
| try { |
| const hf = new HfInference(token.value); |
| const imageData = await getImageBuffer(imageUrl.value); |
| const result = await hf.imageClassification({ |
| data: imageData, |
| model: selectedModel.value, |
| }); |
| classificationLabels.value = result |
| loading.value = false; |
| } catch (e) { |
| console.error(e); |
| loading.value = false; |
| didErrorOccur.value = true |
| } |
| }; |
| const reset = () => { |
| classificationLabels.value = [] |
| didErrorOccur.value = false |
| } |
|
|
| const shuffle = async () => { |
| imageUrl.value = "" |
| reset() |
| imageUrl.value = await getRandomImageUrl() |
| }; |
|
|
| onMounted(async () => { |
| const localStorageToken = localStorage.getItem("token") |
| if (localStorageToken) { |
| token.value = localStorageToken; |
| } |
| selectedModel.value = models.value[0] |
| imageUrl.value = await getRandomImageUrl() |
| }); |
|
|
| return { |
| token, |
| run, |
| shuffle, |
| models, |
| selectedModel, |
| imageUrl, |
| loading, |
| statusMessage, |
| classificationLabels |
| }; |
| }, |
| }); |
|
|
| app.mount("#generate-text-stream-app"); |
|
|