Project Introduction  ·  作品介紹

遊悠惠

SightSee Quest

📍 打卡探索 · 積分獎勵 · 維持健康體重 Check in at landmarks · Earn points · Stay healthy through exploration
CV
電腦視覺識別 Computer Vision
ML
TensorFlow 模型 Deep Learning
GPS
定位輔助驗證 Location Verify
Pts
難度加權積分 Difficulty-Weighted
TensorFlow CNN GPS Check-in Photo-only 即拍即驗 AI 翻譯 Translation 積分兌換 Rewards 排行榜 Leaderboard 帳戶系統 Accounts
計劃背景與問題
Background & Problem Statement
遊悠惠宗旨 / SightSee Quest Mission

「鼓勵多走路，共享健康生活」

"Encourage walking · Share a healthy life together"

🌍
全球肥胖率數據
Global Obesity Data
World Obesity Atlas

全球成人超重患病率估計 — 大部分地區已達 30–70%，肥胖問題已成全球公共衛生危機。

Estimated global adult overweight prevalence — most regions have reached 30–70%, making obesity a worldwide public health crisis.

Source: World Obesity Federation Global Obesity Observatory. (n.d.). data.worldobesity.org

🇭🇰
香港肥胖率數據
Hong Kong Obesity Data
衛生署 2020–22 人口健康調查

約 55% 的港人有肥胖問題（肥胖 33% + 超重 22%），揭示本港體重管理刻不容緩。

Approximately 55% of Hong Kong residents are obese or overweight (33% obese + 22% overweight), highlighting the urgent need for weight management solutions.

Source: Centre for Health Protection, Dept. of Health - Obesity. (n.d.). chp.gov.hk

⚠️
問題
Problem

香港過半市民超重，但現有健康應用缺乏足夠誘因促使持續戶外活動。

Over half of HK residents are overweight, yet existing health apps lack sufficient incentive for sustained outdoor activity.

✅
解決方案
Solution

遊悠惠 以打卡獎勵機制，將戶外行走遊覽轉化為可量化的健康動力，令用戶主動走出室內。

SightSee Quest transforms outdoor exploration into a quantifiable health motivator through a check-in reward system.

Demo
打卡示範對比
Check-in Demo · High vs Low Difficulty
用戶在鳳凰山山頂對著路牌拍照打卡示範 高難度 High Difficulty ⭐⭐⭐⭐⭐  豐厚積分
鳳凰山 · 山頂 Lantau Peak · 934m
  • 1
    📍 徒步攀登至山頂
    Hike to the summit
  • 2
    📷 拍攝鳳凰山標牌
    Capture Lantau Peak sign
  • 3
    🤖 AI 識別 + GPS 確認
    AI CV + GPS confirm
  • 4
    ✅ 打卡成功，獲豐厚積分
    Check-in confirmed · Rich points earned
用戶在青衣公園打卡示範 低難度 Low Difficulty ⭐  少量積分
青衣公園 · 青衣 Tsing Yi Park · Tsing Yi
  • 1
    📍 步行前往公園
    Walk to the park
  • 2
    📷 拍攝公園標誌牌
    Capture the park sign
  • 3
    🤖 AI 識別 + GPS 確認
    AI CV + GPS confirm
  • 4
    ✅ 打卡成功，獲基本積分
    Check-in confirmed · Basic points earned
🏔️
高難度景點
High-Difficulty Landmark
大量積分
e.g. 50+ pts
VS
🌳
低難度景點
Low-Difficulty Landmark
少量積分
e.g. 1–5 pts
Flow
應用流程圖
App Flowchart
01 用戶登入 / 註冊 User Login / Register 02 選擇打卡地點 Browse & Select Landmark 03 即時拍攝景點照片 Capture Landmark Photo (no uploads) 04 AI 電腦視覺識別 + GPS 確認 AI CV Recognition + GPS Verify 05 識別成功? Recognised? 是 Yes ↓ 否 No 重新拍攝 Retake 06 確認打卡成功 Check-in Confirmed 07 難度評級 + 積分計算 Difficulty Rating + Points Calc 08 積分累積至帳戶 Points Added to Account 09 達兌換門檻? Threshold Reached? 是 Yes 否 No 10 兌換優惠券 🎫 Redeem Voucher 繼續探索 🗺️ Keep Exploring
項目創新點
Project Innovation
中文
  • 🤖以 TensorFlow 電腦視覺模型識別打卡地點，結合 GPS 定位雙重驗證，確保打卡真實可靠
  • 🏔️難度分級積分制——鳳凰山等高難度路線積分更豐，以遊促健，激勵挑戰
  • 📷只拍即驗設計——僅接受即時拍照，拒絕上傳舊圖，徹底杜絕作弊
  • 🔒同日防重複打卡機制，保障積分制度公平公正
  • 🌐AI 翻譯功能，同時面向本地及國際用戶，突破語言界限
English
  • 🤖TensorFlow CV model identifies landmarks with GPS dual-verification to ensure authentic check-ins
  • 🏔️Difficulty-tiered scoring — challenging routes like Phoenix Mountain yield greater rewards, motivating real effort
  • 📷Photo-only capture — no image uploads permitted, eliminating all fraudulent submissions
  • 🔒Same-day duplicate lock ensures a fair and credible points system
  • 🌐AI translation makes the app accessible to both local and international users
電腦視覺識別
CV Landmark ID
同日防重複打卡
Same-day Lock
GPS 定位結合
GPS Verification
AI 多語翻譯
AI Translation
項目優勢
Project Advantages
中文
  • ⚡真正 TensorFlow 深度學習識別景點，遠超傳統二維碼掃描，體驗自然流暢
  • 🎫積分兌換優惠券，健康行為獲得實質回報，提供持久動力
  • 🏋️難度加權積分引導用戶進行高強度戶外活動，有效維持適中體重
  • 🏆可選排行榜功能增添社交競技元素，提升用戶黏性與長期參與度
  • 🌱以持久行為改變為目標，養成健康生活習慣，而非一時新鮮感
English
  • ⚡Real TensorFlow deep learning far surpasses QR code scanning, delivering a seamless natural experience
  • 🎫Voucher redemption rewards convert healthy activity into tangible real-world benefits
  • 🏋️Difficulty-weighted scoring guides users toward higher-intensity activities for healthy weight management
  • 🏆Optional leaderboard adds social competition, boosting long-term retention and engagement
  • 🌱Targets lasting behavioural change — a sustainable daily habit, not a short-lived novelty
🏔️
高難度高積分
High Difficulty = High Pts

鳳凰山等挑戰性路線獲豐厚積分，激勵用戶突破自我。
Challenging routes like Phoenix Mountain yield rich rewards.

🎫
實質獎勵兌換
Tangible Voucher Rewards

積分可兌換真實優惠券，健康行為獲得實際回報。
Points convert to real-world vouchers for genuine motivation.

🤖
真正機器學習
Real ML, Not Gimmicks

Python TensorFlow 訓練，非 Teachable Machine 玩具工具。
Production TensorFlow model trained on real landmark data.

🏆
社交競技排行
Optional Leaderboard

可選排行榜增添社交互動，提升長期參與意願。
Social competition drives retention and community engagement.

作品介紹
Project Overview
中文
  • 🎯以「寓健康於遊樂」為核心——結合戶外打卡與積分獎勵，鼓勵市民保持適中體重
  • 🤖採用 TensorFlow 電腦視覺模型結合 GPS 定位，即時自動識別打卡景點
  • 🏔️難度分級積分——鳳凰山等高難度路線積分豐厚，社區公園等輕鬆景點設基本積分，適合各體能水平
  • 🎫累積積分可兌換優惠券，健康行為獲得實質回報
  • 🔒帳戶系統支援登入及積分追蹤；同日防重複打卡 + 只拍即驗，確保公平真實
  • 🌐AI 翻譯功能，同時服務中英文用戶
English
  • 🎯Built on "health through exploration" — outdoor check-ins and rewards motivate users to maintain a healthy weight
  • 🤖TensorFlow CV model combined with GPS automatically identifies and verifies landmark check-ins in real time
  • 🏔️Difficulty-tiered scoring — high-effort routes like Lantau Peak yield rich points; neighbourhood parks offer entry-level rewards for all fitness levels
  • 🎫Accumulated points are redeemable for vouchers, converting healthy activity into tangible real-world benefits
  • 🔒Account system with login and point tracking; same-day duplicate lock and photo-only capture ensure fairness and authenticity
  • 🌐AI translation supports both Chinese and English users seamlessly

系統架構概覽 / System Architecture Flow

📱 User
拍照 + GPS
→
🤖 CV Model
TensorFlow CNN
→
📍 Verify
GPS + Confirm
→
⭐ Points
Difficulty-Weighted
→
🎫 Voucher
Redeem Rewards