無人機環保革命！AI助力台灣海岸清潔行動!

照片

無人機環保革命！AI助力台灣海岸清潔行動

AI-Powered Drones Revolutionizing Taiwan’s Coastal Cleanup

台灣環境管理署（EPA）近期運用無人機（UAV）結合人工智慧（AI）技術，加強海岸垃圾監測與清理工作。113年以來，該署已針對15處海岸進行巡檢，拍攝總面積達13.183平方公里，成功辨識並清理超過582公噸的廢棄物。這項技術突破使AI自動判識與人工檢視的一致率超過80%，大幅提升作業效率。

Taiwan’s Environmental Protection Administration (EPA) has been leveraging UAVs and AI technology to enhance coastal waste monitoring and cleanup efforts. Since 2024, the agency has conducted inspections across 15 coastal areas, covering a total of 13.183 square kilometers. The integration of AI-powered object detection has enabled the identification and removal of over 582 metric tons of waste, with an impressive 80% accuracy rate compared to human analysis.

🔍 精準巡檢 AI輔助提升效率
🔍 AI-Assisted Precision Inspections Boost Efficiency

環境管理署指出，台灣擁有1,990公里的海岸線，部分區域地形險峻，人力難以全面覆蓋。透過無人機巡檢，每次飛行可精準監測2公里範圍，並利用AI技術自動拼接空拍影像，迅速辨識髒亂區域並通報清理。與傳統人工檢查需時一週相比，這項技術能將作業時間縮短至一天內，顯著提升海岸清潔監測效率。

With Taiwan’s 1,990-kilometer-long coastline, some areas are difficult to access manually. The EPA has introduced UAV surveillance, allowing each flight to inspect up to 2 kilometers of coastal terrain. AI-powered image processing automatically stitches aerial photos, identifies waste hotspots, and triggers cleanup alerts. Compared to traditional manual inspections, which can take up to a week, this technology completes the process within a day, significantly improving efficiency.

🌏 科技環保新未來 AI打造海岸永續清潔機制
🌏 Sustainable Coastal Management with AI-Powered Technology

113年環境管理署執行15次無人機巡檢，累計拍攝5,726張影像，並透過AI技術拼接海岸帶影像，成功辨識47.76萬平方公尺的廢棄物面積，辨識率高達80%。此外，環保署還導入國內研發的影像辨識技術，訓練超過8,000張海岸垃圾影像，進一步提升判識精準度，未來將強化分類功能，以便更有效分析垃圾來源，作為後續減量策略的依據。

In 2024, the EPA conducted 15 drone surveillance missions, capturing 5,726 aerial images and analyzing a total waste-covered area of 477,630 square meters with an 80% detection accuracy. The agency also implemented an AI-powered image recognition system developed domestically, training it with over 8,000 coastal waste images to enhance precision. Future advancements will focus on waste categorization to track sources more effectively and develop targeted reduction strategies.

📢 跨部會合作 打造智慧環保新典範
📢 Interagency Collaboration for a Smarter, Cleaner Environment

環境管理署表示，未來將進一步發展AI辨識技術，細化廢棄物分類，並與地方政府及跨部會單位合作，強化海岸環境管理。這項創新科技不僅能夠大幅提升巡查與清理效率，也將使台灣朝向智慧環保與永續發展邁進重要一步。

Looking ahead, the EPA plans to enhance AI waste identification capabilities, refine waste categorization, and collaborate with local governments and interagency units to strengthen coastal management. This groundbreaking technology not only boosts efficiency in monitoring and cleanup but also marks a significant step toward Taiwan’s vision of smart environmental protection and sustainable development.