push all other accessories

package-lock.json

@@ -16,6 +16,7 @@
         "dotenv": "^17.2.3",
         "express": "^5.1.0",
         "jsonwebtoken": "^9.0.2",
+        "multer": "^1.4.5-lts.1",
         "pg": "^8.16.3",
         "reflect-metadata": "^0.2.2",
         "swagger-jsdoc": "^6.2.8",
@@ -27,6 +28,7 @@
         "@types/cors": "^2.8.19",
         "@types/express": "^5.0.5",
         "@types/jsonwebtoken": "^9.0.10",
+        "@types/multer": "^1.4.12",
         "@types/node": "^24.9.2",
         "@types/swagger-jsdoc": "^6.0.4",
         "@types/swagger-ui-express": "^4.1.6",
@@ -289,6 +291,15 @@
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       "dev": true
     },
+    "node_modules/@types/multer": {
+      "version": "1.4.13",
+      "resolved": "https://registry.npmjs.org/@types/multer/-/multer-1.4.13.tgz",
+      "integrity": "sha512-bhhdtPw7JqCiEfC9Jimx5LqX9BDIPJEh2q/fQ4bqbBPtyEZYr3cvF22NwG0DmPZNYA0CAf2CnqDB4KIGGpJcaw==",
+      "dev": true,
+      "dependencies": {
+        "@types/express": "*"
+      }
+    },
     "node_modules/@types/node": {
       "version": "24.9.2",
       "resolved": "https://registry.npmjs.org/@types/node/-/node-24.9.2.tgz",
@@ -459,6 +470,11 @@
         "node": ">= 6.0.0"
       }
     },
+    "node_modules/append-field": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/append-field/-/append-field-1.0.0.tgz",
+      "integrity": "sha512-klpgFSWLW1ZEs8svjfb7g4qWY0YS5imI82dTg+QahUvJ8YqAY0P10Uk8tTyh9ZGuYEZEMaeJYCF5BFuX552hsw=="
+    },
     "node_modules/aproba": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/aproba/-/aproba-2.1.0.tgz",
@@ -633,6 +649,22 @@
       "resolved": "https://registry.npmjs.org/buffer-equal-constant-time/-/buffer-equal-constant-time-1.0.1.tgz",
       "integrity": "sha512-zRpUiDwd/xk6ADqPMATG8vc9VPrkck7T07OIx0gnjmJAnHnTVXNQG3vfvWNuiZIkwu9KrKdA1iJKfsfTVxE6NA=="
     },
+    "node_modules/buffer-from": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/buffer-from/-/buffer-from-1.1.2.tgz",
+      "integrity": "sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ=="
+    },
+    "node_modules/busboy": {
+      "version": "1.6.0",
+      "resolved": "https://registry.npmjs.org/busboy/-/busboy-1.6.0.tgz",
+      "integrity": "sha512-8SFQbg/0hQ9xy3UNTB0YEnsNBbWfhf7RtnzpL7TkBiTBRfrQ9Fxcnz7VJsleJpyp6rVLvXiuORqjlHi5q+PYuA==",
+      "dependencies": {
+        "streamsearch": "^1.1.0"
+      },
+      "engines": {
+        "node": ">=10.16.0"
+      }
+    },
     "node_modules/bytes": {
       "version": "3.1.2",
       "resolved": "https://registry.npmjs.org/bytes/-/bytes-3.1.2.tgz",
@@ -862,6 +894,52 @@
       "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz",
       "integrity": "sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg=="
     },
+    "node_modules/concat-stream": {
+      "version": "1.6.2",
+      "resolved": "https://registry.npmjs.org/concat-stream/-/concat-stream-1.6.2.tgz",
+      "integrity": "sha512-27HBghJxjiZtIk3Ycvn/4kbJk/1uZuJFfuPEns6LaEvpvG1f0hTea8lilrouyo9mVc2GWdcEZ8OLoGmSADlrCw==",
+      "engines": [
+        "node >= 0.8"
+      ],
+      "dependencies": {
+        "buffer-from": "^1.0.0",
+        "inherits": "^2.0.3",
+        "readable-stream": "^2.2.2",
+        "typedarray": "^0.0.6"
+      }
+    },
+    "node_modules/concat-stream/node_modules/isarray": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/isarray/-/isarray-1.0.0.tgz",
+      "integrity": "sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ=="
+    },
+    "node_modules/concat-stream/node_modules/readable-stream": {
+      "version": "2.3.8",
+      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.8.tgz",
+      "integrity": "sha512-8p0AUk4XODgIewSi0l8Epjs+EVnWiK7NoDIEGU0HhE7+ZyY8D1IMY7odu5lRrFXGg71L15KG8QrPmum45RTtdA==",
+      "dependencies": {
+        "core-util-is": "~1.0.0",
+        "inherits": "~2.0.3",
+        "isarray": "~1.0.0",
+        "process-nextick-args": "~2.0.0",
+        "safe-buffer": "~5.1.1",
+        "string_decoder": "~1.1.1",
+        "util-deprecate": "~1.0.1"
+      }
+    },
+    "node_modules/concat-stream/node_modules/safe-buffer": {
+      "version": "5.1.2",
+      "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
+      "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="
+    },
+    "node_modules/concat-stream/node_modules/string_decoder": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz",
+      "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==",
+      "dependencies": {
+        "safe-buffer": "~5.1.0"
+      }
+    },
     "node_modules/console-control-strings": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/console-control-strings/-/console-control-strings-1.1.0.tgz",
@@ -902,6 +980,11 @@
         "node": ">=6.6.0"
       }
     },
+    "node_modules/core-util-is": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.3.tgz",
+      "integrity": "sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ=="
+    },
     "node_modules/cors": {
       "version": "2.8.5",
       "resolved": "https://registry.npmjs.org/cors/-/cors-2.8.5.tgz",
@@ -1980,6 +2063,14 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
+    "node_modules/minimist": {
+      "version": "1.2.8",
+      "resolved": "https://registry.npmjs.org/minimist/-/minimist-1.2.8.tgz",
+      "integrity": "sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA==",
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/minipass": {
       "version": "7.1.2",
       "resolved": "https://registry.npmjs.org/minipass/-/minipass-7.1.2.tgz",
@@ -2027,6 +2118,74 @@
       "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz",
       "integrity": "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA=="
     },
+    "node_modules/multer": {
+      "version": "1.4.5-lts.2",
+      "resolved": "https://registry.npmjs.org/multer/-/multer-1.4.5-lts.2.tgz",
+      "integrity": "sha512-VzGiVigcG9zUAoCNU+xShztrlr1auZOlurXynNvO9GiWD1/mTBbUljOKY+qMeazBqXgRnjzeEgJI/wyjJUHg9A==",
+      "deprecated": "Multer 1.x is impacted by a number of vulnerabilities, which have been patched in 2.x. You should upgrade to the latest 2.x version.",
+      "dependencies": {
+        "append-field": "^1.0.0",
+        "busboy": "^1.0.0",
+        "concat-stream": "^1.5.2",
+        "mkdirp": "^0.5.4",
+        "object-assign": "^4.1.1",
+        "type-is": "^1.6.4",
+        "xtend": "^4.0.0"
+      },
+      "engines": {
+        "node": ">= 6.0.0"
+      }
+    },
+    "node_modules/multer/node_modules/media-typer": {
+      "version": "0.3.0",
+      "resolved": "https://registry.npmjs.org/media-typer/-/media-typer-0.3.0.tgz",
+      "integrity": "sha512-dq+qelQ9akHpcOl/gUVRTxVIOkAJ1wR3QAvb4RsVjS8oVoFjDGTc679wJYmUmknUF5HwMLOgb5O+a3KxfWapPQ==",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/multer/node_modules/mime-db": {
+      "version": "1.52.0",
+      "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
+      "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/multer/node_modules/mime-types": {
+      "version": "2.1.35",
+      "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
+      "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
+      "dependencies": {
+        "mime-db": "1.52.0"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/multer/node_modules/mkdirp": {
+      "version": "0.5.6",
+      "resolved": "https://registry.npmjs.org/mkdirp/-/mkdirp-0.5.6.tgz",
+      "integrity": "sha512-FP+p8RB8OWpF3YZBCrP5gtADmtXApB5AMLn+vdyA+PyxCjrCs00mjyUozssO33cwDeT3wNGdLxJ5M//YqtHAJw==",
+      "dependencies": {
+        "minimist": "^1.2.6"
+      },
+      "bin": {
+        "mkdirp": "bin/cmd.js"
+      }
+    },
+    "node_modules/multer/node_modules/type-is": {
+      "version": "1.6.18",
+      "resolved": "https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz",
+      "integrity": "sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==",
+      "dependencies": {
+        "media-typer": "0.3.0",
+        "mime-types": "~2.1.24"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
     "node_modules/negotiator": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/negotiator/-/negotiator-1.0.0.tgz",
@@ -2377,6 +2536,11 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/process-nextick-args": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.1.tgz",
+      "integrity": "sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag=="
+    },
     "node_modules/proxy-addr": {
       "version": "2.0.7",
       "resolved": "https://registry.npmjs.org/proxy-addr/-/proxy-addr-2.0.7.tgz",
@@ -2825,6 +2989,14 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/streamsearch": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/streamsearch/-/streamsearch-1.1.0.tgz",
+      "integrity": "sha512-Mcc5wHehp9aXz1ax6bZUyY5afg9u2rv5cqQI3mRrYkGC8rW2hM02jWuwjtL++LS5qinSyhj2QfLyNsuc+VsExg==",
+      "engines": {
+        "node": ">=10.0.0"
+      }
+    },
     "node_modules/string_decoder": {
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
@@ -3170,6 +3342,11 @@
         "node": ">= 0.4"
       }
     },
+    "node_modules/typedarray": {
+      "version": "0.0.6",
+      "resolved": "https://registry.npmjs.org/typedarray/-/typedarray-0.0.6.tgz",
+      "integrity": "sha512-/aCDEGatGvZ2BIk+HmLf4ifCJFwvKFNb9/JeZPMulfgFracn9QFcAf5GO8B/mweUjSoblS5In0cWhqpfs/5PQA=="
+    },
     "node_modules/typeorm": {
       "version": "0.3.27",
       "resolved": "https://registry.npmjs.org/typeorm/-/typeorm-0.3.27.tgz",

package.json

@@ -25,6 +25,7 @@
     "dotenv": "^17.2.3",
     "express": "^5.1.0",
     "jsonwebtoken": "^9.0.2",
+    "multer": "^1.4.5-lts.1",
     "pg": "^8.16.3",
     "reflect-metadata": "^0.2.2",
     "swagger-jsdoc": "^6.2.8",
@@ -36,6 +37,7 @@
     "@types/cors": "^2.8.19",
     "@types/express": "^5.0.5",
     "@types/jsonwebtoken": "^9.0.10",
+    "@types/multer": "^1.4.12",
     "@types/node": "^24.9.2",
     "@types/swagger-jsdoc": "^6.0.4",
     "@types/swagger-ui-express": "^4.1.6",

src/index.ts

@@ -96,8 +96,15 @@ const swaggerOptions: swaggerJsdoc.Options = {
           properties: {
             id: { type: "integer" },
             imageUrl: { type: "string", format: "uri" },
-            category: { type: "string" },
-            style: { type: "string", enum: ["formal", "casual", "streetwear"] },
+            category: { 
+              type: "string",
+              description: "Classification: shirt, pants, dress, jacket, shoes, sneakers, boots, watch, glasses, bag, hat, jewelry, accessories, etc."
+            },
+            style: { 
+              type: "string", 
+              enum: ["formal", "casual", "streetwear", "sportswear"],
+              description: "Style classification"
+            },
             userId: { type: "integer" },
             createdAt: { type: "string", format: "date-time" }
           }
@@ -130,9 +137,13 @@ const swaggerOptions: swaggerJsdoc.Options = {
         },
         UploadRequest: {
           type: "object",
-          required: ["imageUrl"],
+          required: ["image"],
           properties: {
-            imageUrl: { type: "string", format: "uri" }
+            image: {
+              type: "string",
+              format: "binary",
+              description: "Image file (JPEG, PNG, etc.)"
+            }
           }
         },
         SuggestRequest: {

src/middleware/auth.ts

@@ -6,6 +6,8 @@ dotenv.config();
 export interface AuthRequest extends Request {
   userId?: number;
   userEmail?: string;
+  file?: Express.Multer.File;
+  files?: Express.Multer.File[] | { [fieldname: string]: Express.Multer.File[] };
 }
 
 export const authenticateToken = (

src/routes/upload.ts

@@ -1,4 +1,5 @@
 import express from "express";
+import multer from "multer";
 import cloudinary from "../utils/cloudinary";
 import { classifyFashionImage } from "../utils/hfClient";
 import { AppDataSource } from "../utils/dataSource";
@@ -7,23 +8,49 @@ import { authenticateToken, AuthRequest } from "../middleware/auth";
 
 const router = express.Router();
 
+// Configure multer for memory storage (no disk writes needed)
+const upload = multer({
+  storage: multer.memoryStorage(),
+  limits: {
+    fileSize: 10 * 1024 * 1024, // 10MB limit
+  },
+  fileFilter: (req, file, cb) => {
+    // Accept only image files
+    if (file.mimetype.startsWith("image/")) {
+      cb(null, true);
+    } else {
+      cb(new Error("Only image files are allowed"));
+    }
+  },
+});
+
 /**
  * @openapi
  * /api/upload:
  *   post:
- *     summary: Upload and classify a wardrobe item image
+ *     summary: Upload and classify wardrobe items including clothing, footwear, watches, and accessories (1-20 images, processed sequentially)
  *     tags: [Upload]
  *     security:
  *       - bearerAuth: []
  *     requestBody:
  *       required: true
  *       content:
- *         application/json:
+ *         multipart/form-data:
  *           schema:
- *             $ref: "#/components/schemas/UploadRequest"
+ *             type: object
+ *             required:
+ *               - image
+ *             properties:
+ *               image:
+ *                 type: array
+ *                 items:
+ *                   type: string
+ *                   format: binary
+ *                 description: Image files to upload (clothing, footwear, watches, glasses, accessories, etc.). You can upload 1-20 images at once. Images are processed one by one.
+ *                 maxItems: 20
  *     responses:
  *       200:
- *         description: Item uploaded and classified successfully
+ *         description: Items uploaded and classified successfully
  *         content:
  *           application/json:
  *             schema:
@@ -31,47 +58,120 @@ const router = express.Router();
  *               properties:
  *                 success:
  *                   type: boolean
- *                 item:
- *                   $ref: "#/components/schemas/WardrobeItem"
+ *                 items:
+ *                   type: array
+ *                   items:
+ *                     $ref: "#/components/schemas/WardrobeItem"
+ *                 count:
+ *                   type: integer
+ *                   description: Number of items successfully uploaded
  *       400:
- *         description: Bad request (missing imageUrl)
+ *         description: Bad request (missing files, invalid file type, or too many files)
  *       401:
  *         description: Unauthorized
  *       500:
  *         description: Server error
  */
-router.post("/", authenticateToken, async (req: AuthRequest, res) => {
+router.post("/", authenticateToken, upload.array("image", 20), async (req: AuthRequest, res) => {
   try {
-    const { imageUrl } = req.body;
     const userId = req.userId!;
+    const files = req.files as Express.Multer.File[];
 
-    if (!imageUrl) {
-      return res.status(400).json({ success: false, error: "imageUrl is required" });
+    if (!files || files.length === 0) {
+      return res.status(400).json({ 
+        success: false, 
+        error: "At least one image file is required. Please upload 1-20 image files." 
+      });
     }
 
-    // Upload image to Cloudinary
-    const uploadResult = await cloudinary.uploader.upload(imageUrl, {
-      folder: "wardrobe",
-    });
-
-    // Classify using Fashion-CLIP
-    const fashionResult = await classifyFashionImage(uploadResult.secure_url);
-    const bestLabel = fashionResult[0]?.label || "unknown";
+    if (files.length > 20) {
+      return res.status(400).json({ 
+        success: false, 
+        error: "Maximum 20 images allowed per upload." 
+      });
+    }
 
-    // Save in DB with user association
     const itemRepo = AppDataSource.getRepository(WardrobeItem);
-    const newItem = itemRepo.create({
-      imageUrl: uploadResult.secure_url,
-      category: bestLabel,
-      style: bestLabel.includes("formal") ? "formal" : "casual",
-      userId: userId,
-    });
+    const uploadedItems: WardrobeItem[] = [];
+    const failedFiles: string[] = [];
+
+    // Process files one by one (sequentially)
+    for (let i = 0; i < files.length; i++) {
+      const file = files[i];
+      try {
+        console.log(`Processing image ${i + 1}/${files.length}: ${file.originalname}`);
+
+        // Convert buffer to data URI for Cloudinary
+        const base64Image = `data:${file.mimetype};base64,${file.buffer.toString("base64")}`;
+
+        // Upload image to Cloudinary
+        const uploadResult = await cloudinary.uploader.upload(base64Image, {
+          folder: "wardrobe",
+          resource_type: "image",
+        });
 
-    await itemRepo.save(newItem);
-    res.json({ success: true, item: newItem });
+        // Classify using Fashion-CLIP (one by one)
+        const fashionResult = await classifyFashionImage(uploadResult.secure_url);
+        const bestLabel = fashionResult[0]?.label || "unknown";
+
+        // Determine style based on category and label
+        let style = "casual";
+        const labelLower = bestLabel.toLowerCase();
+        
+        if (labelLower.includes("formal") || labelLower.includes("blazer") || 
+            labelLower.includes("heels") || labelLower.includes("loafers") || 
+            labelLower.includes("suit") || labelLower.includes("business") ||
+            labelLower.includes("elegant") || labelLower.includes("tie") ||
+            labelLower.includes("bow tie")) {
+          style = "formal";
+        } else if (labelLower.includes("streetwear") || labelLower.includes("sneakers") || 
+                   labelLower.includes("hoodie") || labelLower.includes("cap") ||
+                   labelLower.includes("beanie")) {
+          style = "streetwear";
+        } else if (labelLower.includes("sportswear") || labelLower.includes("backpack") ||
+                   labelLower.includes("shorts")) {
+          style = "sportswear";
+        }
+        // Accessories like watches, glasses, jewelry default to casual but can be styled
+
+        // Save in DB with user association
+        const newItem = itemRepo.create({
+          imageUrl: uploadResult.secure_url,
+          category: bestLabel,
+          style: style,
+          userId: userId,
+        });
+
+        const savedItem = await itemRepo.save(newItem);
+        uploadedItems.push(savedItem);
+        console.log(`✅ Successfully processed: ${file.originalname} -> ${bestLabel}`);
+      } catch (error: any) {
+        console.error(`❌ Error processing file ${file.originalname}:`, error);
+        failedFiles.push(file.originalname);
+        // Continue processing other files even if one fails
+      }
+    }
+
+    if (uploadedItems.length === 0) {
+      return res.status(500).json({ 
+        success: false, 
+        error: "Failed to upload any images. Please try again." 
+      });
+    }
+
+    res.json({ 
+      success: true, 
+      items: uploadedItems,
+      count: uploadedItems.length,
+      failed: failedFiles.length,
+      failedFiles: failedFiles.length > 0 ? failedFiles : undefined
+    });
   } catch (error: any) {
     console.error("Upload error:", error);
-    res.status(500).json({ success: false, error: error.message || "Upload failed" });
+    res.status(500).json({ 
+      success: false, 
+      error: error.message || "Upload failed" 
+    });
   }
 });
 

src/utils/hfClient.ts

@@ -10,7 +10,20 @@ export async function classifyFashionImage(imageUrl: string) {
   const payload = {
     inputs: imageUrl,
     parameters: {
-      candidate_labels: ["shirt", "pants", "dress", "jacket", "formal", "casual", "streetwear"],
+      candidate_labels: [
+        // Clothing
+        "shirt", "pants", "dress", "jacket", "blazer", "t-shirt", "hoodie", "sweater",
+        "jeans", "shorts", "skirt", "suit", "coat", "cardigan", "vest",
+        // Footwear
+        "shoes", "sneakers", "boots", "sandals", "heels", "flats", "loafers", "slippers",
+        // Accessories
+        "watch", "wristwatch", "glasses", "sunglasses", "eyeglasses",
+        "belt", "bag", "handbag", "backpack", "purse", "wallet",
+        "hat", "cap", "beanie", "scarf", "tie", "bow tie",
+        "jewelry", "necklace", "bracelet", "earrings", "ring",
+        // Styles
+        "formal", "casual", "streetwear", "sportswear", "business", "elegant"
+      ],
     },
   };