Spaces:

fahrulputraa40
/

CNN-Model

Sleeping

App Files Files Community

fahrulputraa40 commited on Jul 26, 2025

Commit

8e0fdc4

verified ·

1 Parent(s): d2972dd

Upload 8 files

Browse files

Files changed (6) hide show

frontend/index.html +1 -1
frontend/src/App.vue +1 -79
frontend/src/assets/base.css +4 -85
frontend/src/main.ts +1 -1
frontend/src/router/index.ts +0 -8
frontend/src/views/HomeView.vue +185 -7

frontend/index.html CHANGED Viewed

@@ -4,7 +4,7 @@
     <meta charset="UTF-8">
     <link rel="icon" href="/favicon.ico">
     <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Vite App</title>
   </head>
   <body>
     <div id="app"></div>

     <meta charset="UTF-8">
     <link rel="icon" href="/favicon.ico">
     <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Cifar 10 Class Prediction</title>
   </head>
   <body>
     <div id="app"></div>

frontend/src/App.vue CHANGED Viewed

@@ -1,85 +1,7 @@
 <script setup lang="ts">
 import { RouterLink, RouterView } from 'vue-router'
-import HelloWorld from './components/HelloWorld.vue'
 </script>
 <template>
-  <header>
-    <img alt="Vue logo" class="logo" src="@/assets/logo.svg" width="125" height="125" />
-    <div class="wrapper">
-      <HelloWorld msg="You did it!" />
-      <nav>
-        <RouterLink to="/">Home</RouterLink>
-        <RouterLink to="/about">About</RouterLink>
-      </nav>
-    </div>
-  </header>
   <RouterView />
-</template>
-<style scoped>
-header {
-  line-height: 1.5;
-  max-height: 100vh;
-}
-.logo {
-  display: block;
-  margin: 0 auto 2rem;
-}
-nav {
-  width: 100%;
-  font-size: 12px;
-  text-align: center;
-  margin-top: 2rem;
-}
-nav a.router-link-exact-active {
-  color: var(--color-text);
-}
-nav a.router-link-exact-active:hover {
-  background-color: transparent;
-}
-nav a {
-  display: inline-block;
-  padding: 0 1rem;
-  border-left: 1px solid var(--color-border);
-}
-nav a:first-of-type {
-  border: 0;
-}
-@media (min-width: 1024px) {
-  header {
-    display: flex;
-    place-items: center;
-    padding-right: calc(var(--section-gap) / 2);
-  }
-  .logo {
-    margin: 0 2rem 0 0;
-  }
-  header .wrapper {
-    display: flex;
-    place-items: flex-start;
-    flex-wrap: wrap;
-  }
-  nav {
-    text-align: left;
-    margin-left: -1rem;
-    font-size: 1rem;
-    padding: 1rem 0;
-    margin-top: 1rem;
-  }
-}
-</style>

 <script setup lang="ts">
 import { RouterLink, RouterView } from 'vue-router'
 </script>
 <template>
   <RouterView />
+</template>

frontend/src/assets/base.css CHANGED Viewed

@@ -1,86 +1,5 @@
-/* color palette from <https://github.com/vuejs/theme> */
-:root {
-  --vt-c-white: #ffffff;
-  --vt-c-white-soft: #f8f8f8;
-  --vt-c-white-mute: #f2f2f2;
-  --vt-c-black: #181818;
-  --vt-c-black-soft: #222222;
-  --vt-c-black-mute: #282828;
-  --vt-c-indigo: #2c3e50;
-  --vt-c-divider-light-1: rgba(60, 60, 60, 0.29);
-  --vt-c-divider-light-2: rgba(60, 60, 60, 0.12);
-  --vt-c-divider-dark-1: rgba(84, 84, 84, 0.65);
-  --vt-c-divider-dark-2: rgba(84, 84, 84, 0.48);
-  --vt-c-text-light-1: var(--vt-c-indigo);
-  --vt-c-text-light-2: rgba(60, 60, 60, 0.66);
-  --vt-c-text-dark-1: var(--vt-c-white);
-  --vt-c-text-dark-2: rgba(235, 235, 235, 0.64);
-}
-/* semantic color variables for this project */
-:root {
-  --color-background: var(--vt-c-white);
-  --color-background-soft: var(--vt-c-white-soft);
-  --color-background-mute: var(--vt-c-white-mute);
-  --color-border: var(--vt-c-divider-light-2);
-  --color-border-hover: var(--vt-c-divider-light-1);
-  --color-heading: var(--vt-c-text-light-1);
-  --color-text: var(--vt-c-text-light-1);
-  --section-gap: 160px;
-}
-@media (prefers-color-scheme: dark) {
-  :root {
-    --color-background: var(--vt-c-black);
-    --color-background-soft: var(--vt-c-black-soft);
-    --color-background-mute: var(--vt-c-black-mute);
-    --color-border: var(--vt-c-divider-dark-2);
-    --color-border-hover: var(--vt-c-divider-dark-1);
-    --color-heading: var(--vt-c-text-dark-1);
-    --color-text: var(--vt-c-text-dark-2);
-  }
-}
-*,
-*::before,
-*::after {
   box-sizing: border-box;
-  margin: 0;
-  font-weight: normal;
-}
-body {
-  min-height: 100vh;
-  color: var(--color-text);
-  background: var(--color-background);
-  transition:
-    color 0.5s,
-    background-color 0.5s;
-  line-height: 1.6;
-  font-family:
-    Inter,
-    -apple-system,
-    BlinkMacSystemFont,
-    'Segoe UI',
-    Roboto,
-    Oxygen,
-    Ubuntu,
-    Cantarell,
-    'Fira Sans',
-    'Droid Sans',
-    'Helvetica Neue',
-    sans-serif;
-  font-size: 15px;
-  text-rendering: optimizeLegibility;
-  -webkit-font-smoothing: antialiased;
-  -moz-osx-font-smoothing: grayscale;
-}

+*{
+  margin:  0;
+  padding: 0;
   box-sizing: border-box;
+}

frontend/src/main.ts CHANGED Viewed

@@ -1,4 +1,4 @@
-import './assets/main.css'
 import { createApp } from 'vue'
 import { createPinia } from 'pinia'

+import './assets/base.css'
 import { createApp } from 'vue'
 import { createPinia } from 'pinia'

frontend/src/router/index.ts CHANGED Viewed

@@ -9,14 +9,6 @@ const router = createRouter({
       name: 'home',
       component: HomeView,
     },
-    {
-      path: '/about',
-      name: 'about',
-      // route level code-splitting
-      // this generates a separate chunk (About.[hash].js) for this route
-      // which is lazy-loaded when the route is visited.
-      component: () => import('../views/AboutView.vue'),
-    },
   ],
 })

       name: 'home',
       component: HomeView,
     },
   ],
 })

frontend/src/views/HomeView.vue CHANGED Viewed

@@ -1,9 +1,187 @@
-<script setup lang="ts">
-import TheWelcome from '../components/TheWelcome.vue'
-</script>
 <template>
-  <main>
-    <TheWelcome />
-  </main>
 </template>

 <template>
+  <div class="container">
+    <h1>CIFAR-10 Image Checker</h1>
+    <label class="upload-el">
+      <input type="file" accept="image/*" @change="fileChanged" />
+      <span>Select Image</span>
+    </label>
+    <div v-if="prev" class="preview">
+      <img  :src="prev" alt="Preview" />
+    </div>
+    <button v-if="prev" class="submit" :disabled="!imageFile || loading" @click="submitImage">
+      {{ loading ? 'Loading...' : 'Check Class' }}
+    </button>
+    <div v-if="loading" class="loader"></div>
+    <div v-if="prediction" class="result">
+      <h3>Hasil Prediksi:</h3>
+      <p>{{ prediction }}</p>
+    </div>
+  </div>
 </template>
+<script>
+export default {
+  data() {
+    return {
+      imageFile: null,
+      prev: null,
+      prediction: null,
+      loading: false,
+    }
+  },
+  methods: {
+    fileChanged(event) {
+      const file = event.target.files[0]
+      if (file) {
+        this.imageFile = file
+        this.prev = URL.createObjectURL(file)
+        this.prediction = null
+      }
+    },
+    async submitImage() {
+      if(this.loading == true) return;
+      this.loading = true
+      this.prediction = null
+      const formData = new FormData()
+      formData.append('file', this.imageFile)
+      try {
+        const response = await fetch('/predict', {
+          method: 'POST',
+          body: formData,
+        })
+        const data = await response.json();
+        if(data.error){
+          this.prediction = data.error;
+          return;
+        }
+        const classNames = [
+          'Pesawat',
+          'Mobil',
+          'Burung',
+          'Kucing',
+          'Rusa',
+          'Anjing',
+          'Katak',
+          'Kuda',
+          'Kambing',
+          'Truk',
+        ]
+        const index = data.class
+        this.prediction = `${classNames[index]} (Confident Level: ${(data.confidence * 100).toFixed(2)}%)`
+      } catch (err) {
+        console.error(err)
+        this.prediction = 'Maaf, terjadi kesalahan ketika proses prediksi';
+      } finally {
+        this.loading = false
+      }
+    },
+  },
+}
+</script>
+<style scoped>
+.container {
+  max-width: 480px;
+  margin: 40px auto;
+  padding: 24px;
+  border-radius: 12px;
+  box-shadow: 0 0 10px rgba(0, 0, 0, 0.08);
+  background-color: #fff;
+  font-family: 'Segoe UI', sans-serif;
+  text-align: center;
+}
+h1 {
+  margin-bottom: 24px;
+  color: #7a7a7a;
+  font-size: 24px;
+}
+.upload-el {
+  display: block;
+  background-color: #e0e7ff;
+  color: #1e40af;
+  padding: 10px 20px;
+  border-radius: 6px;
+  font-weight: 600;
+  cursor: pointer;
+  margin-bottom: 16px;
+  transition: background 0.3s ease;
+}
+.upload-el:hover {
+  background-color: #c7d2fe;
+}
+.upload-el input {
+  display: none;
+}
+.preview img {
+  margin-top: 16px;
+  max-width: 100%;
+  min-width: 150px;
+  border-radius: 6px;
+  border: 1px solid #ddd;
+}
+.submit {
+  margin-top: 16px;
+  background-color: #2563eb;
+  color: white;
+  padding: 10px 20px;
+  border: none;
+  border-radius: 6px;
+  font-weight: bold;
+  cursor: pointer;
+  display: block;
+  width: 100%;
+  transition: background 0.3s ease;
+}
+.submit:disabled {
+  background-color: #9ca3af;
+  cursor: not-allowed;
+}
+.submit:hover:enabled {
+  background-color: #1d4ed8;
+}
+.result {
+  margin-top: 24px;
+  padding: 16px;
+  background-color: #f1f5f9;
+  border-left: 5px solid #2563eb;
+  border-radius: 6px;
+  text-align: left;
+}
+.loader {
+  margin: 20px auto;
+  border: 4px solid #e0e0e0;
+  border-top: 4px solid #2563eb;
+  border-radius: 50%;
+  width: 30px;
+  height: 30px;
+  animation: spin 1s linear infinite;
+}
+@keyframes spin {
+  0% {
+    transform: rotate(0);
+  }
+  100% {
+    transform: rotate(360deg);
+  }
+}
+</style>