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@The-Pickers

The Pickers

2025-Google-Solution-Challenge

title

🌎 SDGs (Sustainable Development Goals) Contributed by This App

✅Goal 11: Sustainable Cities and Communities

  • Encourages local residents to voluntarily clean up litter and maintain urban/natural spaces
  • Records location-based cleanup activities and visualizes them on a map → promotes community engagement

✅Goal 12: Responsible Consumption and Production

  • Raises user awareness of the severity and environmental impact of waste
  • Optional recycling education feature (e.g., categorize plastics, cans, glass, etc.)

✅Goal 13: Climate Action

  • Ecosystem preservation through environmental cleanup → indirect reduction of greenhouse gas emissions
  • Uses LLM-generated messages to link user actions to climate change impacts

✅Goal 14: Life Below Water

  • Coastal trash removal → directly contributes to marine life protection
  • Messages like “Thanks to you, a sea turtle was saved!” align with this goal

✅Goal 15: Life on Land

  • Cleans up mountains, valleys, forests → protects wildlife habitats
  • Highlights individual actions that contribute to ecosystem conservation

🎯Problem Awareness

  1. Illegal dumping in natural environments (beaches, mountains, valleys, etc.) is a serious issue
  2. Many cleanup efforts exist but lack sustained motivation
  3. Gamification boosts participation among volunteers

🧩Core Features

1. 🎥Photo Analysis & Scoring (AI Vision)

  • Users upload after-cleanup photos
  • AI analyzes how much trash was removed
  • Assigns scores based on cleanup level (e.g., grades like A–F or 0–100 points)
  • Difficulty adjustment: considers environment type such as beach or mountain

✅ Technologies: Image Segmentation (YOLOv8 + SAM), Optical Flow, Change Detection


2. 🧠LLM-based Encouragement Feedback Generation

  • Generates natural language feedback based on scores
  • Example output:
💡

Congratulations! You cleaned about 3kg of plastic from the beach. Thanks to you, a sea turtle’s life was saved! 💙

  • Simulated environmental impact messages also provided
    • “If this trash hadn't been removed, it would’ve taken 5 years to decompose.”

✅ Technologies: Gemini API prompt customization using a trash impact database


3. 🗺️ Location-Based Activity Visualization

  • Logs cleanup activities based on user GPS location
  • Aggregates cleanup scores by region
    • Neighborhood/regional leaderboards
  • Personal dashboard showing total trash cleaned, number of participations, etc.

✅ Technologies: GPS integration,FusedLocationProviderClient


🎮(Expected)Additional Game Elements

  • Level-up system: Users level up based on trash amount/score
  • Title system: Earn badges like “Valley Spirit,” “Sea Guardian”
  • Team system: Join guilds or parties to plan cleanup missions or compete in team scores
  • Ranking system: Compete with others based on personal scores
  • Daily quests: “Collect only plastics today!”, “Clean more than 3kg of trash”
  • Friend invite/co-op mode: Tackle cleanup challenges with friends
  • Reward system: Earn souvenirs, donation points, or connect with environmental organizations

Feature

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