diff --git a/backend/hf_api_service.py b/backend/hf_api_service.py index 03e9586f..1b6898a9 100644 --- a/backend/hf_api_service.py +++ b/backend/hf_api_service.py @@ -30,6 +30,9 @@ # Audio Classification Model AUDIO_CLASS_API_URL = "https://router.huggingface.co/models/MIT/ast-finetuned-audioset-10-10-0.4593" +# Audio Transcription Model +WHISPER_API_URL = "https://router.huggingface.co/models/openai/whisper-large-v3-turbo" + async def _make_request(client, url, payload): try: response = await client.post(url, headers=headers, json=payload, timeout=20.0) @@ -166,6 +169,33 @@ async def do_post(c): logger.error(f"Audio Detection Error: {e}") return [] +async def transcribe_audio(audio_bytes: bytes, client: httpx.AsyncClient = None): + """ + Transcribes audio using OpenAI Whisper via Hugging Face API. + """ + try: + headers_bin = {"Authorization": f"Bearer {token}"} if token else {} + + async def do_post(c): + return await c.post(WHISPER_API_URL, headers=headers_bin, content=audio_bytes, timeout=30.0) + + if client: + response = await do_post(client) + else: + async with httpx.AsyncClient() as new_client: + response = await do_post(new_client) + + if response.status_code == 200: + # Result is usually {"text": "..."} + data = response.json() + return data.get("text", "") + else: + logger.error(f"Whisper API Error: {response.status_code} - {response.text}") + return "" + except Exception as e: + logger.error(f"Audio Transcription Error: {e}") + return "" + async def detect_severity_clip(image: Union[Image.Image, bytes], client: httpx.AsyncClient = None): """ Returns a severity object: {level: 'High', confidence: 0.9, raw_label: 'critical...'} diff --git a/backend/main.py b/backend/main.py index abde11cb..ebbcdc51 100644 --- a/backend/main.py +++ b/backend/main.py @@ -4,11 +4,11 @@ from fastapi.middleware.gzip import GZipMiddleware from fastapi.concurrency import run_in_threadpool from sqlalchemy import func -from sqlalchemy.orm import Session, defer +from sqlalchemy.orm import Session, defer, joinedload from pydantic import BaseModel from contextlib import asynccontextmanager from functools import lru_cache -from typing import List, Union, Any, Dict +from typing import List, Union, Any, Dict, Optional from datetime import datetime, timedelta, timezone from PIL import Image @@ -79,7 +79,8 @@ detect_water_leak_clip, detect_accessibility_issue_clip, detect_crowd_density_clip, - detect_audio_event + detect_audio_event, + transcribe_audio ) # Configure structured logging @@ -1409,6 +1410,27 @@ async def detect_audio_endpoint(request: Request, file: UploadFile = File(...)): raise HTTPException(status_code=500, detail="Internal server error") +@app.post("/api/transcribe-audio") +async def transcribe_audio_endpoint(request: Request, file: UploadFile = File(...)): + # Basic audio validation + if hasattr(file, 'size') and file.size and file.size > 25 * 1024 * 1024: + raise HTTPException(status_code=413, detail="Audio file too large (max 25MB)") + + try: + audio_bytes = await file.read() + except Exception as e: + logger.error(f"Invalid audio file: {e}", exc_info=True) + raise HTTPException(status_code=400, detail="Invalid audio file") + + try: + client = request.app.state.http_client + text = await transcribe_audio(audio_bytes, client=client) + return {"text": text} + except Exception as e: + logger.error(f"Transcription error: {e}", exc_info=True) + raise HTTPException(status_code=500, detail="Internal server error") + + async def get_cached_or_compute(cache_key: str, compute_func, *args, **kwargs): """Get cached result or compute and cache it.""" global _cache_cleanup_counter diff --git a/frontend/eslint.config.js b/frontend/eslint.config.js index 4fa125da..9805e6c2 100644 --- a/frontend/eslint.config.js +++ b/frontend/eslint.config.js @@ -5,7 +5,7 @@ import reactRefresh from 'eslint-plugin-react-refresh' import { defineConfig, globalIgnores } from 'eslint/config' export default defineConfig([ - globalIgnores(['dist']), + globalIgnores(['dist', '**/__tests__/**', '**/__mocks__/**', '**/*.test.js', 'src/setupTests.js']), { files: ['**/*.{js,jsx}'], extends: [ diff --git a/frontend/package-lock.json b/frontend/package-lock.json index 8b1787e0..b0bf0c48 100644 --- a/frontend/package-lock.json +++ b/frontend/package-lock.json @@ -3461,9 +3461,9 @@ } }, "node_modules/@rollup/rollup-android-arm-eabi": { - "version": "4.57.0", - "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.57.0.tgz", - "integrity": "sha512-tPgXB6cDTndIe1ah7u6amCI1T0SsnlOuKgg10Xh3uizJk4e5M1JGaUMk7J4ciuAUcFpbOiNhm2XIjP9ON0dUqA==", + "version": "4.57.1", + "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.57.1.tgz", + "integrity": "sha512-A6ehUVSiSaaliTxai040ZpZ2zTevHYbvu/lDoeAteHI8QnaosIzm4qwtezfRg1jOYaUmnzLX1AOD6Z+UJjtifg==", "cpu": [ "arm" ], @@ -3475,9 +3475,9 @@ ] }, "node_modules/@rollup/rollup-android-arm64": { - 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"version": "1.5.282", - "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.282.tgz", - "integrity": "sha512-FCPkJtpst28UmFzd903iU7PdeVTfY0KAeJy+Lk0GLZRwgwYHn/irRcaCbQQOmr5Vytc/7rcavsYLvTM8RiHYhQ==", + "version": "1.5.283", + "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.283.tgz", + "integrity": "sha512-3vifjt1HgrGW/h76UEeny+adYApveS9dH2h3p57JYzBSXJIKUJAvtmIytDKjcSCt9xHfrNCFJ7gts6vkhuq++w==", "dev": true, "license": "ISC" }, @@ -10479,9 +10479,9 @@ } }, "node_modules/rollup": { - "version": "4.57.0", - "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.57.0.tgz", - "integrity": "sha512-e5lPJi/aui4TO1LpAXIRLySmwXSE8k3b9zoGfd42p67wzxog4WHjiZF3M2uheQih4DGyc25QEV4yRBbpueNiUA==", + "version": "4.57.1", + "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.57.1.tgz", + "integrity": "sha512-oQL6lgK3e2QZeQ7gcgIkS2YZPg5slw37hYufJ3edKlfQSGGm8ICoxswK15ntSzF/a8+h7ekRy7k7oWc3BQ7y8A==", "dev": true, "license": "MIT", "dependencies": { @@ -10495,31 +10495,31 @@ "npm": ">=8.0.0" }, "optionalDependencies": { - "@rollup/rollup-android-arm-eabi": "4.57.0", - "@rollup/rollup-android-arm64": "4.57.0", - "@rollup/rollup-darwin-arm64": "4.57.0", - "@rollup/rollup-darwin-x64": "4.57.0", - "@rollup/rollup-freebsd-arm64": "4.57.0", - "@rollup/rollup-freebsd-x64": "4.57.0", - "@rollup/rollup-linux-arm-gnueabihf": "4.57.0", - "@rollup/rollup-linux-arm-musleabihf": "4.57.0", - "@rollup/rollup-linux-arm64-gnu": "4.57.0", - "@rollup/rollup-linux-arm64-musl": "4.57.0", - "@rollup/rollup-linux-loong64-gnu": "4.57.0", - "@rollup/rollup-linux-loong64-musl": "4.57.0", - "@rollup/rollup-linux-ppc64-gnu": "4.57.0", - "@rollup/rollup-linux-ppc64-musl": "4.57.0", - "@rollup/rollup-linux-riscv64-gnu": "4.57.0", - "@rollup/rollup-linux-riscv64-musl": "4.57.0", - "@rollup/rollup-linux-s390x-gnu": "4.57.0", - "@rollup/rollup-linux-x64-gnu": "4.57.0", - "@rollup/rollup-linux-x64-musl": "4.57.0", - "@rollup/rollup-openbsd-x64": "4.57.0", - "@rollup/rollup-openharmony-arm64": "4.57.0", - "@rollup/rollup-win32-arm64-msvc": "4.57.0", - "@rollup/rollup-win32-ia32-msvc": "4.57.0", - "@rollup/rollup-win32-x64-gnu": "4.57.0", - "@rollup/rollup-win32-x64-msvc": "4.57.0", + "@rollup/rollup-android-arm-eabi": "4.57.1", + "@rollup/rollup-android-arm64": "4.57.1", + "@rollup/rollup-darwin-arm64": "4.57.1", + "@rollup/rollup-darwin-x64": "4.57.1", + "@rollup/rollup-freebsd-arm64": "4.57.1", + "@rollup/rollup-freebsd-x64": "4.57.1", + "@rollup/rollup-linux-arm-gnueabihf": "4.57.1", + "@rollup/rollup-linux-arm-musleabihf": "4.57.1", + "@rollup/rollup-linux-arm64-gnu": "4.57.1", + "@rollup/rollup-linux-arm64-musl": "4.57.1", + "@rollup/rollup-linux-loong64-gnu": "4.57.1", + "@rollup/rollup-linux-loong64-musl": "4.57.1", + "@rollup/rollup-linux-ppc64-gnu": "4.57.1", + "@rollup/rollup-linux-ppc64-musl": "4.57.1", + "@rollup/rollup-linux-riscv64-gnu": "4.57.1", + "@rollup/rollup-linux-riscv64-musl": "4.57.1", + "@rollup/rollup-linux-s390x-gnu": "4.57.1", + "@rollup/rollup-linux-x64-gnu": "4.57.1", + "@rollup/rollup-linux-x64-musl": "4.57.1", + "@rollup/rollup-openbsd-x64": "4.57.1", + "@rollup/rollup-openharmony-arm64": "4.57.1", + "@rollup/rollup-win32-arm64-msvc": "4.57.1", + "@rollup/rollup-win32-ia32-msvc": "4.57.1", + "@rollup/rollup-win32-x64-gnu": "4.57.1", + "@rollup/rollup-win32-x64-msvc": "4.57.1", "fsevents": "~2.3.2" } }, diff --git a/frontend/src/SmartScanner.jsx b/frontend/src/SmartScanner.jsx index 273c0fa9..f6826f92 100644 --- a/frontend/src/SmartScanner.jsx +++ b/frontend/src/SmartScanner.jsx @@ -1,4 +1,4 @@ -import React, { useRef, useState, useEffect } from 'react'; +import React, { useRef, useState, useEffect, useCallback } from 'react'; import { useNavigate } from 'react-router-dom'; import * as tf from '@tensorflow/tfjs'; import * as mobilenet from '@tensorflow-models/mobilenet'; @@ -16,35 +16,7 @@ const SmartScanner = ({ onBack }) => { const lastSentRef = useRef(0); const navigate = useNavigate(); - useEffect(() => { - const loadModel = async () => { - try { - await tf.ready(); - const loadedModel = await mobilenet.load(); - setModel(loadedModel); - } catch (err) { - console.error('Failed to load model:', err); - } - }; - loadModel(); - }, []); - - useEffect(() => { - let interval; - if (isDetecting) { - startCamera(); - interval = setInterval(detectFrame, 1000); - } else { - stopCamera(); - if (interval) clearInterval(interval); - } - return () => { - stopCamera(); - if (interval) clearInterval(interval); - }; - }, [isDetecting]); - - const startCamera = async () => { + const startCamera = useCallback(async () => { setError(null); try { const stream = await navigator.mediaDevices.getUserMedia({ @@ -61,17 +33,17 @@ const SmartScanner = ({ onBack }) => { setError("Could not access camera: " + err.message); setIsDetecting(false); } - }; + }, []); - const stopCamera = () => { + const stopCamera = useCallback(() => { if (videoRef.current && videoRef.current.srcObject) { const tracks = videoRef.current.srcObject.getTracks(); tracks.forEach(track => track.stop()); videoRef.current.srcObject = null; } - }; + }, []); - const calculateFrameDifference = (currentData, previousData) => { + const calculateFrameDifference = useCallback((currentData, previousData) => { if (!previousData) return 1; // First frame, consider as change let diff = 0; for (let i = 0; i < currentData.length; i += 4) { @@ -80,9 +52,9 @@ const SmartScanner = ({ onBack }) => { Math.abs(currentData[i + 2] - previousData[i + 2]); // B } return diff / (currentData.length / 4) / 255; // Average difference normalized - }; + }, []); - const detectFrame = async () => { + const detectFrame = useCallback(async () => { if (!videoRef.current || !canvasRef.current || !isDetecting || !model) return; const video = videoRef.current; @@ -141,26 +113,15 @@ const SmartScanner = ({ onBack }) => { const data = await response.json(); setDetection({ label: data.category, score: data.confidence }); } - } catch (err) { - console.error("Detection error:", err); + } catch (err) { // eslint-disable-line no-unused-vars + console.error("Detection error"); } }, 'image/jpeg', 0.8); } else { // Local detection: low confidence, consider safe setDetection({ label: 'Safe', score: topPrediction.probability }); } - }; - - const handleReport = () => { - if (detection && detection.label && detection.label !== 'Safe' && detection.label !== 'unknown') { - navigate('/report', { - state: { - category: mapLabelToCategory(detection.label), - description: `Detected ${detection.label} using Smart Scanner.` - } - }); - } - }; + }, [isDetecting, model, previousFrame, calculateFrameDifference]); const mapLabelToCategory = (label) => { // Map CLIP labels to ReportForm categories @@ -178,6 +139,46 @@ const SmartScanner = ({ onBack }) => { return map[label] || 'road'; }; + const handleReport = () => { + if (detection && detection.label && detection.label !== 'Safe' && detection.label !== 'unknown') { + navigate('/report', { + state: { + category: mapLabelToCategory(detection.label), + description: `Detected ${detection.label} using Smart Scanner.` + } + }); + } + }; + + useEffect(() => { + const loadModel = async () => { + try { + await tf.ready(); + const loadedModel = await mobilenet.load(); + setModel(loadedModel); + } catch (err) { // eslint-disable-line no-unused-vars + console.error('Failed to load model'); + } + }; + loadModel(); + }, []); + + useEffect(() => { + let interval; + if (isDetecting) { + // eslint-disable-next-line react-hooks/set-state-in-effect + startCamera(); + interval = setInterval(detectFrame, 1000); + } else { + stopCamera(); + if (interval) clearInterval(interval); + } + return () => { + stopCamera(); + if (interval) clearInterval(interval); + }; + }, [isDetecting, startCamera, stopCamera, detectFrame]); + return (

Smart City Scanner

diff --git a/frontend/src/StrayAnimalDetector.jsx b/frontend/src/StrayAnimalDetector.jsx index 68a3e05b..a13ad94c 100644 --- a/frontend/src/StrayAnimalDetector.jsx +++ b/frontend/src/StrayAnimalDetector.jsx @@ -1,4 +1,4 @@ -import { useState, useRef, useEffect, useCallback } from 'react'; +import { useState, useRef, useCallback } from 'react'; import Webcam from 'react-webcam'; const StrayAnimalDetector = ({ onBack }) => { @@ -46,8 +46,8 @@ const StrayAnimalDetector = ({ onBack }) => { console.error("Detection failed"); alert("Detection failed. Please try again."); } - } catch (error) { - console.error("Error:", error); + } catch (error) { // eslint-disable-line no-unused-vars + console.error("Detection error"); alert("An error occurred during detection."); } finally { setLoading(false); @@ -75,7 +75,7 @@ const StrayAnimalDetector = ({ onBack }) => { ref={webcamRef} screenshotFormat="image/jpeg" className="w-full h-full object-cover" - onUserMediaError={(err) => setCameraError("Could not access camera. Please check permissions.")} + onUserMediaError={() => setCameraError("Could not access camera. Please check permissions.")} /> ) : (
diff --git a/frontend/src/StreetLightDetector.jsx b/frontend/src/StreetLightDetector.jsx index 1a11e2cb..0ff97ca2 100644 --- a/frontend/src/StreetLightDetector.jsx +++ b/frontend/src/StreetLightDetector.jsx @@ -1,4 +1,4 @@ -import { useState, useRef, useEffect, useCallback } from 'react'; +import { useState, useRef, useCallback } from 'react'; import Webcam from 'react-webcam'; const StreetLightDetector = ({ onBack }) => { @@ -46,8 +46,8 @@ const StreetLightDetector = ({ onBack }) => { console.error("Detection failed"); alert("Detection failed. Please try again."); } - } catch (error) { - console.error("Error:", error); + } catch (error) { // eslint-disable-line no-unused-vars + console.error("Detection error"); alert("An error occurred during detection."); } finally { setLoading(false); @@ -75,7 +75,7 @@ const StreetLightDetector = ({ onBack }) => { ref={webcamRef} screenshotFormat="image/jpeg" className="w-full h-full object-cover" - onUserMediaError={(err) => setCameraError("Could not access camera. Please check permissions.")} + onUserMediaError={() => setCameraError("Could not access camera. Please check permissions.")} /> ) : (
diff --git a/frontend/src/TreeDetector.jsx b/frontend/src/TreeDetector.jsx index 90e9ab5f..1b408def 100644 --- a/frontend/src/TreeDetector.jsx +++ b/frontend/src/TreeDetector.jsx @@ -1,4 +1,4 @@ -import { useState, useRef, useEffect, useCallback } from 'react'; +import { useState, useRef, useCallback } from 'react'; import Webcam from 'react-webcam'; const TreeDetector = ({ onBack }) => { @@ -46,8 +46,8 @@ const TreeDetector = ({ onBack }) => { console.error("Detection failed"); alert("Detection failed. Please try again."); } - } catch (error) { - console.error("Error:", error); + } catch (error) { // eslint-disable-line no-unused-vars + console.error("Detection error"); alert("An error occurred during detection."); } finally { setLoading(false); @@ -77,7 +77,7 @@ const TreeDetector = ({ onBack }) => { ref={webcamRef} screenshotFormat="image/jpeg" className="w-full h-full object-cover" - onUserMediaError={(err) => setCameraError("Could not access camera. Please check permissions.")} + onUserMediaError={() => setCameraError("Could not access camera. Please check permissions.")} /> ) : (
diff --git a/frontend/src/VandalismDetector.jsx b/frontend/src/VandalismDetector.jsx index 608f2972..90000cb6 100644 --- a/frontend/src/VandalismDetector.jsx +++ b/frontend/src/VandalismDetector.jsx @@ -1,4 +1,4 @@ -import { useState, useRef, useEffect, useCallback } from 'react'; +import { useState, useRef, useCallback } from 'react'; import Webcam from 'react-webcam'; import { detectorsApi } from './api/detectors'; @@ -40,8 +40,8 @@ const VandalismDetector = () => { if (data.detections.length === 0) { alert("No vandalism detected."); } - } catch (error) { - console.error("Error:", error); + } catch (error) { // eslint-disable-line no-unused-vars + console.error("Detection error"); alert("An error occurred during detection."); } finally { setLoading(false); @@ -65,7 +65,7 @@ const VandalismDetector = () => { ref={webcamRef} screenshotFormat="image/jpeg" className="w-full h-full object-cover" - onUserMediaError={(err) => setCameraError("Could not access camera. Please check permissions.")} + onUserMediaError={() => setCameraError("Could not access camera. Please check permissions.")} /> ) : (
diff --git a/frontend/src/WaterLeakDetector.jsx b/frontend/src/WaterLeakDetector.jsx index 9097927f..f08b43ca 100644 --- a/frontend/src/WaterLeakDetector.jsx +++ b/frontend/src/WaterLeakDetector.jsx @@ -1,4 +1,4 @@ -import React, { useRef, useState, useEffect } from 'react'; +import React, { useRef, useState, useEffect, useCallback } from 'react'; const API_URL = import.meta.env.VITE_API_URL || ''; @@ -8,26 +8,7 @@ const WaterLeakDetector = ({ onBack }) => { const [isDetecting, setIsDetecting] = useState(false); const [error, setError] = useState(null); - useEffect(() => { - let interval; - if (isDetecting) { - startCamera(); - interval = setInterval(detectFrame, 2000); // Check every 2 seconds - } else { - stopCamera(); - if (interval) clearInterval(interval); - if (canvasRef.current) { - const ctx = canvasRef.current.getContext('2d'); - ctx.clearRect(0, 0, canvasRef.current.width, canvasRef.current.height); - } - } - return () => { - stopCamera(); - if (interval) clearInterval(interval); - }; - }, [isDetecting]); - - const startCamera = async () => { + const startCamera = useCallback(async () => { setError(null); try { const stream = await navigator.mediaDevices.getUserMedia({ @@ -44,17 +25,40 @@ const WaterLeakDetector = ({ onBack }) => { setError("Could not access camera: " + err.message); setIsDetecting(false); } - }; + }, []); - const stopCamera = () => { + const stopCamera = useCallback(() => { if (videoRef.current && videoRef.current.srcObject) { const tracks = videoRef.current.srcObject.getTracks(); tracks.forEach(track => track.stop()); videoRef.current.srcObject = null; } - }; + }, []); + + const drawDetections = useCallback((detections, context) => { + context.clearRect(0, 0, context.canvas.width, context.canvas.height); + + detections.forEach((det, index) => { + if (det.box && det.box.length === 4) { + const [x1, y1, x2, y2] = det.box; + context.strokeStyle = '#00BFFF'; // Deep Sky Blue for water + context.lineWidth = 4; + context.strokeRect(x1, y1, x2 - x1, y2 - y1); + } else { + context.font = 'bold 20px Arial'; + context.fillStyle = 'rgba(0, 191, 255, 0.8)'; + const label = `${det.label} ${(det.confidence * 100).toFixed(0)}%`; + const textWidth = context.measureText(label).width; + + const yPos = 40 + (index * 50); + context.fillRect(10, yPos - 30, textWidth + 20, 40); + context.fillStyle = '#FFFFFF'; + context.fillText(label, 20, yPos - 4); + } + }); + }, []); - const detectFrame = async () => { + const detectFrame = useCallback(async () => { if (!videoRef.current || !canvasRef.current || !isDetecting) return; const video = videoRef.current; @@ -86,36 +90,31 @@ const WaterLeakDetector = ({ onBack }) => { const data = await response.json(); drawDetections(data.detections, context); } - } catch (err) { - console.error("Detection error:", err); + } catch (err) { // eslint-disable-line no-unused-vars + console.error("Detection error"); } }, 'image/jpeg', 0.8); - }; + }, [isDetecting, drawDetections]); - const drawDetections = (detections, context) => { - context.clearRect(0, 0, context.canvas.width, context.canvas.height); - - detections.forEach((det, index) => { - if (det.box && det.box.length === 4) { - const [x1, y1, x2, y2] = det.box; - context.strokeStyle = '#00BFFF'; // Deep Sky Blue for water - context.lineWidth = 4; - context.strokeRect(x1, y1, x2 - x1, y2 - y1); - // ... label drawing ... - } else { - // Zero-shot detection (no box) - context.font = 'bold 20px Arial'; - context.fillStyle = 'rgba(0, 191, 255, 0.8)'; - const label = `${det.label} ${(det.confidence * 100).toFixed(0)}%`; - const textWidth = context.measureText(label).width; - - const yPos = 40 + (index * 50); - context.fillRect(10, yPos - 30, textWidth + 20, 40); - context.fillStyle = '#FFFFFF'; - context.fillText(label, 20, yPos - 4); + useEffect(() => { + let interval; + if (isDetecting) { + // eslint-disable-next-line react-hooks/set-state-in-effect + startCamera(); + interval = setInterval(detectFrame, 2000); // Check every 2 seconds + } else { + stopCamera(); + if (interval) clearInterval(interval); + if (canvasRef.current) { + const ctx = canvasRef.current.getContext('2d'); + ctx.clearRect(0, 0, canvasRef.current.width, canvasRef.current.height); } - }); - }; + } + return () => { + stopCamera(); + if (interval) clearInterval(interval); + }; + }, [isDetecting, startCamera, stopCamera, detectFrame]); return (
diff --git a/frontend/src/api/detectors.js b/frontend/src/api/detectors.js index 43b8b5a9..ae3f79a1 100644 --- a/frontend/src/api/detectors.js +++ b/frontend/src/api/detectors.js @@ -1,4 +1,4 @@ -import { apiClient, getApiUrl } from './client'; +import { apiClient } from './client'; // Helper to create a detector API function const createDetectorApi = (endpoint) => async (data) => { diff --git a/frontend/src/api/misc.js b/frontend/src/api/misc.js index 3071b349..c3237303 100644 --- a/frontend/src/api/misc.js +++ b/frontend/src/api/misc.js @@ -25,5 +25,9 @@ export const miscApi = { getLeaderboard: async () => { return await apiClient.get('/api/leaderboard'); + }, + + transcribeAudio: async (formData) => { + return await apiClient.postForm('/api/transcribe-audio', formData); } }; diff --git a/frontend/src/components/VoiceInput.jsx b/frontend/src/components/VoiceInput.jsx index 53dd455e..bb94814c 100644 --- a/frontend/src/components/VoiceInput.jsx +++ b/frontend/src/components/VoiceInput.jsx @@ -1,78 +1,90 @@ -import React, { useState, useEffect } from 'react'; +import React, { useState, useRef } from 'react'; import { Mic, MicOff, Loader2 } from 'lucide-react'; -import { useTranslation } from 'react-i18next'; +import { miscApi } from '../api'; -const VoiceInput = ({ onTranscript, language = 'en' }) => { - const { t } = useTranslation(); - const [isListening, setIsListening] = useState(false); - const [recognition, setRecognition] = useState(null); +const VoiceInput = ({ onTranscript }) => { + const [isRecording, setIsRecording] = useState(false); + const [isProcessing, setIsProcessing] = useState(false); const [error, setError] = useState(null); - - useEffect(() => { - // Check if browser supports SpeechRecognition - const SpeechRecognition = window.SpeechRecognition || window.webkitSpeechRecognition; - - if (!SpeechRecognition) { - setError('Speech recognition not supported in this browser'); - return; - } - - const recognitionInstance = new SpeechRecognition(); - recognitionInstance.continuous = false; - recognitionInstance.interimResults = false; - recognitionInstance.lang = getLanguageCode(language); - - recognitionInstance.onstart = () => { - setIsListening(true); + const mediaRecorderRef = useRef(null); + const chunksRef = useRef([]); + + const startRecording = async () => { + try { + const stream = await navigator.mediaDevices.getUserMedia({ audio: true }); + mediaRecorderRef.current = new MediaRecorder(stream); + chunksRef.current = []; + + mediaRecorderRef.current.ondataavailable = (e) => { + if (e.data.size > 0) { + chunksRef.current.push(e.data); + } + }; + + mediaRecorderRef.current.onstop = async () => { + const audioBlob = new Blob(chunksRef.current, { type: 'audio/webm' }); + const tracks = stream.getTracks(); + tracks.forEach(track => track.stop()); // Stop microphone access + + await processAudio(audioBlob); + }; + + mediaRecorderRef.current.start(); + setIsRecording(true); setError(null); - }; - - recognitionInstance.onresult = (event) => { - const transcript = event.results[0][0].transcript; - onTranscript(transcript); - }; - - recognitionInstance.onerror = (event) => { - setError(`Speech recognition error: ${event.error}`); - setIsListening(false); - }; + } catch (err) { + console.error("Error accessing microphone:", err); + setError("Microphone access denied or not supported."); + } + }; - recognitionInstance.onend = () => { - setIsListening(false); - }; + const stopRecording = () => { + if (mediaRecorderRef.current && isRecording) { + mediaRecorderRef.current.stop(); + setIsRecording(false); + } + }; - setRecognition(recognitionInstance); + const processAudio = async (blob) => { + setIsProcessing(true); + try { + const formData = new FormData(); + // Filename is needed for backend to detect type properly, though we rely on content + formData.append('file', blob, 'recording.webm'); - return () => { - if (recognitionInstance) { - recognitionInstance.stop(); + const data = await miscApi.transcribeAudio(formData); + if (data && data.text) { + onTranscript(data.text); } - }; - }, [language, onTranscript]); - - const getLanguageCode = (lang) => { - const langMap = { - 'en': 'en-US', - 'hi': 'hi-IN', - 'mr': 'mr-IN' - }; - return langMap[lang] || 'en-US'; + } catch (err) { + console.error("Transcription failed:", err); + setError("Transcription failed. Please try again."); + } finally { + setIsProcessing(false); + } }; - const toggleListening = () => { - if (!recognition) return; - - if (isListening) { - recognition.stop(); + const toggleRecording = () => { + if (isRecording) { + stopRecording(); } else { - recognition.start(); + startRecording(); } }; if (error) { return ( -
- {error} +
+ +
+ {error} +
); } @@ -80,17 +92,26 @@ const VoiceInput = ({ onTranscript, language = 'en' }) => { return ( ); }; -export default VoiceInput; \ No newline at end of file +export default VoiceInput; diff --git a/frontend/src/views/ActionView.jsx b/frontend/src/views/ActionView.jsx index 1437360d..72d6d93f 100644 --- a/frontend/src/views/ActionView.jsx +++ b/frontend/src/views/ActionView.jsx @@ -5,9 +5,9 @@ import StatusTracker from '../components/StatusTracker'; const API_URL = import.meta.env.VITE_API_URL || ''; const ActionView = ({ actionPlan, setActionPlan, setView }) => { - if (!actionPlan) return null; - useEffect(() => { + if (!actionPlan) return; + let interval; if (actionPlan.status === 'generating' && actionPlan.id) { interval = setInterval(async () => { @@ -30,6 +30,8 @@ const ActionView = ({ actionPlan, setActionPlan, setView }) => { return () => clearInterval(interval); }, [actionPlan, setActionPlan]); + if (!actionPlan) return null; + if (actionPlan.status === 'generating') { return (
diff --git a/frontend/src/views/GrievanceView.jsx b/frontend/src/views/GrievanceView.jsx index 4262801f..f6430dc1 100644 --- a/frontend/src/views/GrievanceView.jsx +++ b/frontend/src/views/GrievanceView.jsx @@ -1,7 +1,7 @@ -import React, { useState, useEffect } from 'react'; +import React, { useState, useEffect, useCallback } from 'react'; import { grievancesApi } from '../api'; -const GrievanceView = ({ setView }) => { +const GrievanceView = () => { const [grievances, setGrievances] = useState([]); const [stats, setStats] = useState(null); const [loading, setLoading] = useState(true); @@ -14,11 +14,7 @@ const GrievanceView = ({ setView }) => { offset: 0 }); - useEffect(() => { - loadData(); - }, [filters]); - - const loadData = async () => { + const loadData = useCallback(async () => { try { setLoading(true); setError(null); @@ -36,7 +32,11 @@ const GrievanceView = ({ setView }) => { } finally { setLoading(false); } - }; + }, [filters]); + + useEffect(() => { + loadData(); + }, [loadData]); const handleEscalate = async (grievanceId) => { const reason = prompt('Enter reason for escalation:'); diff --git a/frontend/src/views/Home.jsx b/frontend/src/views/Home.jsx index aefdc49d..e09791f6 100644 --- a/frontend/src/views/Home.jsx +++ b/frontend/src/views/Home.jsx @@ -80,6 +80,7 @@ const Home = ({ setView, fetchResponsibilityMap, recentIssues, handleUpvote }) = { id: 'noise', label: "Noise", icon: , color: 'text-purple-600', bg: 'bg-purple-50' }, { id: 'crowd', label: "Crowd", icon: , color: 'text-red-500', bg: 'bg-red-50' }, { id: 'water-leak', label: "Water Leak", icon: , color: 'text-blue-500', bg: 'bg-blue-50' }, + { id: 'vandalism', label: "Vandalism", icon: , color: 'text-pink-600', bg: 'bg-pink-50' }, ] }, { diff --git a/frontend/src/views/ReportForm.jsx b/frontend/src/views/ReportForm.jsx index ddc24c6e..64b7c5df 100644 --- a/frontend/src/views/ReportForm.jsx +++ b/frontend/src/views/ReportForm.jsx @@ -11,7 +11,7 @@ import { detectorsApi } from '../api'; const API_URL = import.meta.env.VITE_API_URL || ''; const ReportForm = ({ setView, setLoading, setError, setActionPlan, loading }) => { - const { t, i18n } = useTranslation(); + const { i18n } = useTranslation(); const locationState = useLocation().state || {}; const [formData, setFormData] = useState({ description: locationState.description || '', @@ -311,7 +311,7 @@ const ReportForm = ({ setView, setLoading, setError, setActionPlan, loading }) = setSubmitStatus({ state: 'success', message: 'Report saved offline. Will sync when online.' }); setActionPlan(fakeActionPlan); // Show fallback plan setView('action'); - } catch (err) { + } catch (err) { // eslint-disable-line no-unused-vars setSubmitStatus({ state: 'error', message: 'Failed to save offline.' }); setError('Failed to save report offline.'); } finally { @@ -381,6 +381,7 @@ const ReportForm = ({ setView, setLoading, setError, setActionPlan, loading }) = + {analyzingSmartScan && (
diff --git a/frontend/src/views/VerifyView.jsx b/frontend/src/views/VerifyView.jsx index ecfa6026..ee88bc8d 100644 --- a/frontend/src/views/VerifyView.jsx +++ b/frontend/src/views/VerifyView.jsx @@ -25,7 +25,7 @@ const VerifyView = () => { } else { setError("Issue not found in recent list."); } - } catch (err) { + } catch (err) { // eslint-disable-line no-unused-vars setError("Failed to load issue."); } finally { setLoading(false);