Final Single Page

backend/model_handler.py

@@ -33,7 +33,7 @@ class ModelHandler:
 
             self.model_int = AutoModel.from_pretrained(
                 internvl_model_path,
-                dtype=torch.bfloat16,
+                torch_dtype=torch.bfloat16,
                 low_cpu_mem_usage=True,
                 trust_remote_code=True
             ).eval()

frontend/App.tsx

@@ -78,7 +78,7 @@ const App: React.FC = () => {
                 <div className="relative p-[2px] rounded-full bg-gradient-to-r from-cyan-400 via-purple-500 to-pink-500 animate-pulse shadow-[0_0_15px_rgba(34,211,238,0.5)]">
                   {/* Inner Glass Content */}
                   <div className="bg-slate-950/90 backdrop-blur-sm rounded-full px-5 py-2.5 flex items-center gap-2">
-                    <span className="text-xs font-bold text-transparent bg-clip-text bg-gradient-to-r from-cyan-200 to-white whitespace-nowrap">
+                    <span className="text-xs font-bold !text-white whitespace-nowrap" style={{ color: '#ffffff', mixBlendMode: 'normal' }}>
                       ✨ Don't miss the magic! 🎧
                     </span>
                   </div>

frontend/components/Hero.tsx

@@ -19,7 +19,7 @@ const Hero: React.FC = () => {
             v2.0 Prototype
           </div>
 
-          <h1 className="text-8xl font-black tracking-tighter text-transparent bg-clip-text bg-gradient-to-r from-white via-cyan-200 to-blue-400 mb-2 drop-shadow-2xl">
+          <h1 className="text-8xl font-black tracking-tighter !text-white mb-2 drop-shadow-2xl" style={{ color: '#ffffff', mixBlendMode: 'normal' }}>
             PRISM
           </h1>
           <h2 className="text-3xl font-light text-slate-300 tracking-wide">

frontend/components/SingleAnalysis.tsx

@@ -11,6 +11,7 @@ interface SingleAnalysisProps {
 const SingleAnalysis: React.FC = () => {
   const navigate = useNavigate();
   const [image, setImage] = useState<File | null>(null);
+  const [selectedSample, setSelectedSample] = useState<string | null>(null);
   const [preview, setPreview] = useState<string | null>(null);
   const [loading, setLoading] = useState(false);
   const [report, setReport] = useState<SingleAnalysisReport | null>(null);
@@ -35,6 +36,7 @@ const SingleAnalysis: React.FC = () => {
     if (e.target.files && e.target.files[0]) {
       const file = e.target.files[0];
       setImage(file);
+      setSelectedSample(null);
       setPreview(URL.createObjectURL(file));
       setReport(null);
     }
@@ -53,16 +55,19 @@ const SingleAnalysis: React.FC = () => {
     }
   };
 
-  const handleUploadAndAnalyze = async () => {
-    if (!image) return;
-    setLoading(true);
-    try {
-      const filename = await uploadSingle(image);
-      await runClassification(filename);
-    } catch (err) {
-      console.error(err);
-      alert("Upload failed.");
-      setLoading(false);
+  const handleRunAnalysis = async () => {
+    if (image) {
+      setLoading(true);
+      try {
+        const filename = await uploadSingle(image);
+        await runClassification(filename);
+      } catch (err) {
+        console.error(err);
+        alert("Upload failed.");
+        setLoading(false);
+      }
+    } else if (selectedSample) {
+      await runClassification(selectedSample);
     }
   };
 
@@ -75,18 +80,19 @@ const SingleAnalysis: React.FC = () => {
       // Set preview
       setPreview(`/static/samples/${filename}`);
       setImage(null); // Clear file input
-
-      // Run classification on the sample (now in uploads folder)
-      await runClassification(filename);
+      setSelectedSample(filename);
+      setReport(null);
     } catch (err) {
       console.error("Failed to use sample", err);
       alert("Failed to load sample.");
+    } finally {
       setLoading(false);
     }
   };
 
   const reset = () => {
     setImage(null);
+    setSelectedSample(null);
     setPreview(null);
     setReport(null);
   };
@@ -120,6 +126,7 @@ const SingleAnalysis: React.FC = () => {
                   onClick={() => {
                     setPreview(null);
                     setImage(null);
+                    setSelectedSample(null);
                     setReport(null);
                   }}
                   className="absolute top-4 right-4 p-2 bg-black/50 hover:bg-black/70 rounded-full text-white transition-colors"
@@ -176,17 +183,35 @@ const SingleAnalysis: React.FC = () => {
         </div>
 
         {/* Right: Report Area */}
-        <div className="flex flex-col">
-          {!report && (
-            <div className="flex-1 flex flex-col items-center justify-center glass-panel rounded-3xl p-12 text-center">
-              <div className="w-16 h-16 bg-slate-800 rounded-2xl flex items-center justify-center mb-4 text-slate-500">
-                <ScanIcon />
+        <div className="flex-1 flex flex-col">
+          {loading && (
+            <div className="flex-1 flex flex-col items-center justify-center glass-panel rounded-3xl p-12 text-center animate-pulse">
+              <div className="relative w-24 h-24 mb-8">
+                <div className="absolute inset-0 border-4 border-cyan-500/30 rounded-full"></div>
+                <div className="absolute inset-0 border-4 border-t-cyan-400 border-r-transparent border-b-transparent border-l-transparent rounded-full animate-spin"></div>
+                <div className="absolute inset-0 flex items-center justify-center">
+                  <ScanIcon className="w-8 h-8 text-cyan-400 animate-pulse" />
+                </div>
               </div>
-              <p className="text-slate-400 text-lg">Upload an image or select a sample to generate a compliance report.</p>
+              <h3 className="text-2xl font-bold text-white mb-2">Analyzing Image</h3>
+              <p className="text-cyan-400/80 animate-pulse">Running AI classification models...</p>
+            </div>
+          )}
+
+          {!report && !loading && (
+            <div className="flex-1 flex flex-col items-center justify-center glass-panel rounded-3xl p-12 text-center">
+              {!image && !selectedSample && (
+                <>
+                  <div className="w-16 h-16 bg-slate-800 rounded-2xl flex items-center justify-center mb-4 text-slate-500">
+                    <ScanIcon />
+                  </div>
+                  <p className="text-slate-400 text-lg">Upload an image or select a sample to generate a compliance report.</p>
+                </>
+              )}
 
-              {image && !loading && (
+              {(image || selectedSample) && (
                 <button
-                  onClick={handleUploadAndAnalyze}
+                  onClick={handleRunAnalysis}
                   className="mt-8 bg-cyan-500 hover:bg-cyan-400 text-black font-bold py-4 px-12 rounded-xl transition-all hover:shadow-[0_0_30px_rgba(34,211,238,0.4)]"
                 >
                   Run Classification

frontend/index.html

@@ -5,7 +5,8 @@
   <meta charset="UTF-8" />
   <link rel="icon" type="image/png" href="/favicon.png" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>PRISM 2.0 - Lock Screen Classifier</title>
+  <title>Prototype v2.0</title>
+  <meta name="color-scheme" content="dark">
   <meta name="description" content="Automated compliance for Samsung Glance using advanced AI." />
 
   <!-- Open Graph / Facebook -->

frontend/package-lock.json

@@ -16,10 +16,25 @@
       "devDependencies": {
         "@types/node": "^22.14.0",
         "@vitejs/plugin-react": "^5.0.0",
+        "autoprefixer": "^10.4.18",
+        "postcss": "^8.4.35",
+        "tailwindcss": "^3.4.1",
         "typescript": "~5.8.2",
         "vite": "^6.2.0"
       }
     },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/@babel/code-frame": {
       "version": "7.27.1",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.27.1.tgz",
@@ -780,6 +795,41 @@
         "@jridgewell/sourcemap-codec": "^1.4.14"
       }
     },
+    "node_modules/@nodelib/fs.scandir": {
+      "version": "2.1.5",
+      "resolved": "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz",
+      "integrity": "sha512-vq24Bq3ym5HEQm2NKCr3yXDwjc7vTsEThRDnkp2DK9p1uqLR+DHurm/NOTo0KG7HYHU7eppKZj3MyqYuMBf62g==",
+      "dev": true,
+      "dependencies": {
+        "@nodelib/fs.stat": "2.0.5",
+        "run-parallel": "^1.1.9"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/@nodelib/fs.stat": {
+      "version": "2.0.5",
+      "resolved": "https://registry.npmjs.org/@nodelib/fs.stat/-/fs.stat-2.0.5.tgz",
+      "integrity": "sha512-RkhPPp2zrqDAQA/2jNhnztcPAlv64XdhIp7a7454A5ovI7Bukxgt7MX7udwAu3zg1DcpPU0rz3VV1SeaqvY4+A==",
+      "dev": true,
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/@nodelib/fs.walk": {
+      "version": "1.2.8",
+      "resolved": "https://registry.npmjs.org/@nodelib/fs.walk/-/fs.walk-1.2.8.tgz",
+      "integrity": "sha512-oGB+UxlgWcgQkgwo8GcEGwemoTFt3FIO9ababBmaGwXIoBKZ+GTy0pP185beGg7Llih/NSHSV2XAs1lnznocSg==",
+      "dev": true,
+      "dependencies": {
+        "@nodelib/fs.scandir": "2.1.5",
+        "fastq": "^1.6.0"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
     "node_modules/@pkgjs/parseargs": {
       "version": "0.11.0",
       "resolved": "https://registry.npmjs.org/@pkgjs/parseargs/-/parseargs-0.11.0.tgz",
@@ -1187,6 +1237,80 @@
         "url": "https://github.com/chalk/ansi-styles?sponsor=1"
       }
     },
+    "node_modules/any-promise": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/any-promise/-/any-promise-1.3.0.tgz",
+      "integrity": "sha512-7UvmKalWRt1wgjL1RrGxoSJW/0QZFIegpeGvZG9kjp8vrRu55XTHbwnqq2GpXm9uLbcuhxm3IqX9OB4MZR1b2A==",
+      "dev": true
+    },
+    "node_modules/anymatch": {
+      "version": "3.1.3",
+      "resolved": "https://registry.npmjs.org/anymatch/-/anymatch-3.1.3.tgz",
+      "integrity": "sha512-KMReFUr0B4t+D+OBkjR3KYqvocp2XaSzO55UcB6mgQMd3KbcE+mWTyvVV7D/zsdEbNnV6acZUutkiHQXvTr1Rw==",
+      "dev": true,
+      "dependencies": {
+        "normalize-path": "^3.0.0",
+        "picomatch": "^2.0.4"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/anymatch/node_modules/picomatch": {
+      "version": "2.3.1",
+      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-2.3.1.tgz",
+      "integrity": "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA==",
+      "dev": true,
+      "engines": {
+        "node": ">=8.6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/jonschlinkert"
+      }
+    },
+    "node_modules/arg": {
+      "version": "5.0.2",
+      "resolved": "https://registry.npmjs.org/arg/-/arg-5.0.2.tgz",
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+      "dev": true
+    },
+    "node_modules/autoprefixer": {
+      "version": "10.4.22",
+      "resolved": "https://registry.npmjs.org/autoprefixer/-/autoprefixer-10.4.22.tgz",
+      "integrity": "sha512-ARe0v/t9gO28Bznv6GgqARmVqcWOV3mfgUPn9becPHMiD3o9BwlRgaeccZnwTpZ7Zwqrm+c1sUSsMxIzQzc8Xg==",
+      "dev": true,
+      "funding": [
+        {
+          "type": "opencollective",
+          "url": "https://opencollective.com/postcss/"
+        },
+        {
+          "type": "tidelift",
+          "url": "https://tidelift.com/funding/github/npm/autoprefixer"
+        },
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/ai"
+        }
+      ],
+      "dependencies": {
+        "browserslist": "^4.27.0",
+        "caniuse-lite": "^1.0.30001754",
+        "fraction.js": "^5.3.4",
+        "normalize-range": "^0.1.2",
+        "picocolors": "^1.1.1",
+        "postcss-value-parser": "^4.2.0"
+      },
+      "bin": {
+        "autoprefixer": "bin/autoprefixer"
+      },
+      "engines": {
+        "node": "^10 || ^12 || >=14"
+      },
+      "peerDependencies": {
+        "postcss": "^8.1.0"
+      }
+    },
     "node_modules/balanced-match": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
@@ -1228,6 +1352,18 @@
         "node": "*"
       }
     },
+    "node_modules/binary-extensions": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/binary-extensions/-/binary-extensions-2.3.0.tgz",
+      "integrity": "sha512-Ceh+7ox5qe7LJuLHoY0feh3pHuUDHAcRUeyL2VYghZwfpkNIy/+8Ocg0a3UuSoYzavmylwuLWQOf3hl0jjMMIw==",
+      "dev": true,
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/brace-expansion": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz",
@@ -1236,6 +1372,18 @@
         "balanced-match": "^1.0.0"
       }
     },
+    "node_modules/braces": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz",
+      "integrity": "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==",
+      "dev": true,
+      "dependencies": {
+        "fill-range": "^7.1.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/browserslist": {
       "version": "4.28.0",
       "resolved": "https://registry.npmjs.org/browserslist/-/browserslist-4.28.0.tgz",
@@ -1274,6 +1422,15 @@
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     },
+    "node_modules/camelcase-css": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/camelcase-css/-/camelcase-css-2.0.1.tgz",
+      "integrity": "sha512-QOSvevhslijgYwRx6Rv7zKdMF8lbRmx+uQGx2+vDc+KI/eBnsy9kit5aj23AgGu3pa4t9AgwbnXWqS+iOY+2aA==",
+      "dev": true,
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/caniuse-lite": {
       "version": "1.0.30001756",
       "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001756.tgz",
@@ -1294,6 +1451,42 @@
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       ]
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+    "node_modules/chokidar": {
+      "version": "3.6.0",
+      "resolved": "https://registry.npmjs.org/chokidar/-/chokidar-3.6.0.tgz",
+      "integrity": "sha512-7VT13fmjotKpGipCW9JEQAusEPE+Ei8nl6/g4FBAmIm0GOOLMua9NDDo/DWp0ZAxCr3cPq5ZpBqmPAQgDda2Pw==",
+      "dev": true,
+      "dependencies": {
+        "anymatch": "~3.1.2",
+        "braces": "~3.0.2",
+        "glob-parent": "~5.1.2",
+        "is-binary-path": "~2.1.0",
+        "is-glob": "~4.0.1",
+        "normalize-path": "~3.0.0",
+        "readdirp": "~3.6.0"
+      },
+      "engines": {
+        "node": ">= 8.10.0"
+      },
+      "funding": {
+        "url": "https://paulmillr.com/funding/"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.2"
+      }
+    },
+    "node_modules/chokidar/node_modules/glob-parent": {
+      "version": "5.1.2",
+      "resolved": "https://registry.npmjs.org/glob-parent/-/glob-parent-5.1.2.tgz",
+      "integrity": "sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow==",
+      "dev": true,
+      "dependencies": {
+        "is-glob": "^4.0.1"
+      },
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/color-convert": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
@@ -1310,6 +1503,15 @@
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     },
+    "node_modules/commander": {
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-4.1.1.tgz",
+      "integrity": "sha512-NOKm8xhkzAjzFx8B2v5OAHT+u5pRQc2UCa2Vq9jYL/31o2wi9mxBA7LIFs3sV5VSC49z6pEhfbMULvShKj26WA==",
+      "dev": true,
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/convert-source-map": {
       "version": "2.0.0",
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@@ -1337,6 +1539,18 @@
         "node": ">= 8"
       }
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+    "node_modules/cssesc": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/cssesc/-/cssesc-3.0.0.tgz",
+      "integrity": "sha512-/Tb/JcjK111nNScGob5MNtsntNM1aCNUDipB/TkwZFhyDrrE47SOx/18wF2bbjgc3ZzCSKW1T5nt5EbFoAz/Vg==",
+      "dev": true,
+      "bin": {
+        "cssesc": "bin/cssesc"
+      },
+      "engines": {
+        "node": ">=4"
+      }
+    },
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@@ -1361,6 +1575,18 @@
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       }
     },
+    "node_modules/didyoumean": {
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/didyoumean/-/didyoumean-1.2.2.tgz",
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+      "dev": true
+    },
+    "node_modules/dlv": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/dlv/-/dlv-1.1.3.tgz",
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+      "dev": true
+    },
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@@ -1440,6 +1666,43 @@
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+      "dev": true,
+      "dependencies": {
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+        "@nodelib/fs.walk": "^1.2.3",
+        "glob-parent": "^5.1.2",
+        "merge2": "^1.3.0",
+        "micromatch": "^4.0.8"
+      },
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