changes: Improve detecction & identifications

app/page.tsx

@@ -30,6 +30,7 @@ function HomePageContent() {
   const [detectedSKU, setDetectedSKU] = useState<string | null>(null);
   const [isSettingsPanelOpen, setSettingsPanelOpen] = useState(false);
   const [isScanning, setIsScanning] = useState(false);
+  const [notFoundMessage, setNotFoundMessage] = useState(false);
 
   // Effect to clean up the stream when component unmounts or stream changes
   useEffect(() => {
@@ -127,6 +128,7 @@ function HomePageContent() {
 
     try {
       setIsScanning(true);
+      setNotFoundMessage(false); // Limpiar mensaje anterior
       console.log('📸 Capturando imagen del video...');
 
       // Capture frame from video
@@ -145,10 +147,10 @@ function HomePageContent() {
       const sku = await skuIdentificationService.identifySKU(imageData);
       console.log('📦 SKU result:', sku);
 
+      if (sku) {
+        // SKU encontrado - guardar y abrir modal
         setDetectedSKU(sku);
 
-      if (sku) {
-        // Create shoe object with SKU for history
         const shoeWithSKU: Shoe = {
           id: Date.now().toString(),
           name: `Producto ${sku}`,
@@ -161,14 +163,30 @@ function HomePageContent() {
 
         const updatedHistory = addToHistory(shoeWithSKU);
         setHistory(updatedHistory);
-      }
 
+        // SOLO abrir popup si hay SKU
         setPopupOpen(true);
+      } else {
+        // NO encontrado - mostrar mensaje temporal
+        console.log('❌ No se encontró zapato');
+        setDetectedSKU(null);
+        setNotFoundMessage(true);
+
+        // Ocultar mensaje después de 3 segundos
+        setTimeout(() => {
+          setNotFoundMessage(false);
+        }, 3000);
+      }
 
     } catch (error) {
       console.error('❌ Error en identificación:', error);
       setDetectedSKU(null);
-      setPopupOpen(true);
+      setNotFoundMessage(true);
+
+      // Ocultar mensaje después de 3 segundos
+      setTimeout(() => {
+        setNotFoundMessage(false);
+      }, 3000);
     } finally {
       setIsScanning(false);
     }
@@ -352,6 +370,16 @@ function HomePageContent() {
               </div>
             )}
 
+            {/* Not Found Message */}
+            {notFoundMessage && (
+              <div className="absolute top-4 left-1/2 transform -translate-x-1/2 bg-red-600/90 backdrop-blur-sm rounded-lg px-6 py-3 text-white font-medium shadow-lg animate-in fade-in slide-in-from-top-4 duration-300">
+                <div className="flex items-center gap-2">
+                  <span className="text-xl">❌</span>
+                  <span>Zapato no encontrado</span>
+                </div>
+              </div>
+            )}
+            
             {/* Settings Panel */}
             <div className={`absolute left-0 top-0 bottom-0 w-80 bg-black/80 backdrop-blur-xl border-r border-white/20 transform transition-transform duration-500 ease-out z-40 ${
               isSettingsPanelOpen ? 'translate-x-0' : '-translate-x-full'

lib/sku-identification.ts

@@ -3,83 +3,62 @@ interface SKUResponse {
   SKU: string | null;
 }
 
-interface CacheEntry {
-  response: SKUResponse;
-  timestamp: number;
-}
-
 /**
  * Service for identifying product SKUs from shoe images using external API
  */
 export class SKUIdentificationService {
-  private cache = new Map<string, CacheEntry>();
+  private readonly API_ENDPOINT: string;
-  private readonly API_ENDPOINT = `${process.env.NEXT_PUBLIC_PYTHON_SERVER_URL}/predictfile`;
+
-  private readonly CACHE_TTL = 60 * 60 * 1000; // 1 hour cache
+  constructor() {
-  private readonly MAX_CACHE_SIZE = 100; // Prevent memory leaks
+    // Construir endpoint correctamente, manejando si la URL base termina con / o no
+    const baseUrl = process.env.NEXT_PUBLIC_PYTHON_SERVER_URL || '';
+    const cleanBaseUrl = baseUrl.endsWith('/') ? baseUrl.slice(0, -1) : baseUrl;
+    this.API_ENDPOINT = `${cleanBaseUrl}/predictfile`;
+
+    console.log('🔧 SKU Service inicializado:');
+    console.log('   Base URL:', baseUrl);
+    console.log('   Endpoint final:', this.API_ENDPOINT);
+  }
+
 
   /**
-   * Convert ImageData to File object for form-data upload
+   * Validate API response format
+   * Expected format: { "status": true, "SKU": "171312" }
    */
-  private imageDataToFile(imageData: ImageData, filename: string = 'shoe.jpg'): File {
+  private validateResponse(data: any): data is SKUResponse {
-    // Create canvas from ImageData
+    // Check if data is an object
-    const canvas = document.createElement('canvas');
+    if (!data || typeof data !== 'object') {
-    const ctx = canvas.getContext('2d')!;
+      console.error('❌ Invalid response: not an object', data);
-    canvas.width = imageData.width;
+      return false;
-    canvas.height = imageData.height;
-    
-    // Put image data onto canvas
-    ctx.putImageData(imageData, 0, 0);
-    
-    // Convert canvas to blob then to File
-    return new Promise<File>((resolve) => {
-      canvas.toBlob((blob) => {
-        if (blob) {
-          const file = new File([blob], filename, { type: 'image/jpeg' });
-          resolve(file);
-        }
-      }, 'image/jpeg', 0.8); // 80% quality for optimal size/quality balance
-    }) as Promise<File>;
     }
 
-  /**
+    // Check if 'status' field exists
-   * Generate a simple hash from image data for caching
+    if (!('status' in data)) {
-   */
+      console.error('❌ Invalid response: missing "status" field', data);
-  private generateImageHash(imageData: ImageData): string {
+      return false;
-    // Sample pixels at regular intervals for hash generation
-    const step = Math.floor(imageData.data.length / 1000); // Sample ~1000 pixels
-    let hash = 0;
-    
-    for (let i = 0; i < imageData.data.length; i += step) {
-      hash = ((hash << 5) - hash + imageData.data[i]) & 0xffffffff;
     }
 
-    return hash.toString(36);
+    // Validate status is boolean
+    if (typeof data.status !== 'boolean') {
+      console.error('❌ Invalid response: "status" must be boolean', data);
+      return false;
     }
 
-  /**
+    // Check if 'SKU' field exists
-   * Clean expired cache entries and maintain size limit
+    if (!('SKU' in data)) {
-   */
+      console.error('❌ Invalid response: missing "SKU" field', data);
-  private cleanCache(): void {
+      return false;
-    const now = Date.now();
-    const entries = Array.from(this.cache.entries());
-    
-    // Remove expired entries
-    for (const [key, entry] of entries) {
-      if (now - entry.timestamp > this.CACHE_TTL) {
-        this.cache.delete(key);
-      }
     }
 
-    // If still over limit, remove oldest entries
+    // Validate SKU is string or null
-    if (this.cache.size > this.MAX_CACHE_SIZE) {
+    if (data.SKU !== null && typeof data.SKU !== 'string') {
-      const sortedEntries = Array.from(this.cache.entries())
+      console.error('❌ Invalid response: "SKU" must be string or null', data);
-        .sort((a, b) => a[1].timestamp - b[1].timestamp);
+      return false;
+    }
 
-      const entriesToRemove = sortedEntries.slice(0, this.cache.size - this.MAX_CACHE_SIZE);
+    // All validations passed
-      for (const [key] of entriesToRemove) {
+    console.log('✅ Response format validated successfully');
-        this.cache.delete(key);
+    return true;
-      }
-    }
   }
 
   /**
@@ -89,17 +68,10 @@ export class SKUIdentificationService {
    */
   async identifySKU(imageData: ImageData): Promise<string | null> {
     try {
-      // Generate hash for caching
+      console.log('\n🔍 ========== IDENTIFICACIÓN DE SKU ==========');
-      const imageHash = this.generateImageHash(imageData);
+      console.log('📊 Dimensiones imagen:', imageData.width, 'x', imageData.height);
-      
+      console.log('🌐 Endpoint:', this.API_ENDPOINT);
-      // Check cache first
+      console.log('📡 Llamando al API Python (sin cache)...');
-      const cached = this.cache.get(imageHash);
-      if (cached && (Date.now() - cached.timestamp) < this.CACHE_TTL) {
-        console.log('🎯 SKU cache hit:', cached.response);
-        return cached.response.status && cached.response.SKU ? cached.response.SKU : null;
-      }
-
-      console.log('📡 Calling SKU identification API...');
       
       // Convert ImageData to File synchronously (simplified approach)
       const canvas = document.createElement('canvas');
@@ -118,32 +90,12 @@ export class SKUIdentificationService {
         lastModified: Date.now()
       });
 
-      console.log('📸 Created file:', {
+      console.log('📸 Imagen convertida a archivo:', file.size, 'bytes');
-        name: file.name,
-        size: file.size,
-        type: file.type,
-        lastModified: file.lastModified
-      });
 
       // Prepare form data
       const formData = new FormData();
       formData.append('file', file);
       
-      console.log('📤 FormData prepared with file key');
-      
-      // Debug FormData contents
-      for (const [key, value] of formData.entries()) {
-        console.log(`📋 FormData entry: ${key} =`, value);
-        if (value instanceof File) {
-          console.log(`  📄 File details: ${value.name}, ${value.size} bytes, ${value.type}`);
-        }
-      }
-
-      console.log('🚀 Making API call to:', this.API_ENDPOINT);
-      console.log('🔧 Request method: POST');
-      console.log('🔧 Request headers:', { 'ngrok-skip-browser-warning': 'true' });
-      console.log('🔧 Request body type:', typeof formData, formData.constructor.name);
-      
       // Make API call with CORS headers
       const response = await fetch(this.API_ENDPOINT, {
         method: 'POST',
@@ -156,67 +108,61 @@ export class SKUIdentificationService {
         }
       });
 
-      console.log('📡 Response status:', response.status, response.statusText);
-      console.log('📡 Response headers:', Object.fromEntries(response.headers.entries()));
-
       if (!response.ok) {
         throw new Error(`API call failed: ${response.status} ${response.statusText}`);
       }
 
-      // Try to get response as text first to debug
+      console.log('✓ Respuesta recibida - Status:', response.status);
+
+      // Try to get response as text first
       const responseText = await response.text();
-      console.log('📡 Raw response text:', responseText);
 
       // Try to parse as JSON
-      let data: SKUResponse;
+      let data: any;
       try {
         data = JSON.parse(responseText);
-        console.log('📦 SKU API response parsed:', data);
+        console.log('✓ Respuesta parseada:', data);
       } catch (parseError) {
-        console.error('❌ Failed to parse JSON response:', parseError);
+        console.error('❌ Error al parsear JSON:', parseError);
-        console.error('❌ Response was:', responseText);
+        console.error('   Respuesta recibida:', responseText);
         throw new Error(`Invalid JSON response: ${parseError}`);
       }
 
-      // Cache the response (both success and failure)
+      // Validate response format
-      this.cleanCache();
+      if (!this.validateResponse(data)) {
-      this.cache.set(imageHash, {
+        throw new Error('Response format validation failed');
-        response: data,
+      }
-        timestamp: Date.now()
-      });
 
-      // Return SKU only if status is true and SKU is not null
+      // ONLY return SKU if status is EXACTLY true (not false, not null, not undefined)
-      return data.status && data.SKU ? data.SKU : null;
+      if (data.status === true && data.SKU) {
-      
+        console.log('✅ ZAPATO ENCONTRADO - SKU:', data.SKU);
-    } catch (error) {
+        console.log('=========================================\n');
-      console.error('❌ SKU identification failed:', error);
+        return data.SKU;
-      // Return null on any error (network, parsing, etc.)
+      } else {
+        // Log detailed reason for not finding shoe
+        if (data.status === false) {
+          console.log('❌ ZAPATO NO ENCONTRADO - El servidor reportó status: false');
+        } else if (data.status === null) {
+          console.log('❌ ZAPATO NO ENCONTRADO - El servidor reportó status: null');
+        } else if (!data.SKU) {
+          console.log('❌ ZAPATO NO ENCONTRADO - status: true pero SKU es null/vacío');
+        } else {
+          console.log('❌ ZAPATO NO ENCONTRADO - status:', data.status, 'SKU:', data.SKU);
+        }
+        console.log('=========================================\n');
         return null;
       }
+
+    } catch (error) {
+      console.error('❌ ERROR EN IDENTIFICACIÓN:', error);
+      console.error('   Detalles:', {
+        message: error instanceof Error ? error.message : 'Unknown error',
+        endpoint: this.API_ENDPOINT
+      });
+      console.log('=========================================\n');
+      // Return null on any error (network, parsing, validation, etc.)
+      return null;
     }
-
-  /**
-   * Clear all cached results
-   */
-  clearCache(): void {
-    this.cache.clear();
-    console.log('🗑️ SKU cache cleared');
-  }
-
-  /**
-   * Get cache statistics for debugging
-   */
-  getCacheStats() {
-    const now = Date.now();
-    const entries = Array.from(this.cache.values());
-    const validEntries = entries.filter(entry => (now - entry.timestamp) < this.CACHE_TTL);
-    
-    return {
-      totalEntries: this.cache.size,
-      validEntries: validEntries.length,
-      expiredEntries: this.cache.size - validEntries.length,
-      cacheHitRate: validEntries.length / Math.max(1, this.cache.size)
-    };
   }
 }