Scholarlink

Mount Puntang, Bandung Regency-West Java, Indonesia is one of the coffee producing areas in Indonesia. The coffee produced is not only consumed in various regions in Indonesia but also exported abroad. The manual coffee bean production process is currently one of the causes of the less than optimal coffee production in Mount Puntang. The process of separating processed coffee beans manually takes a long time and has the potential for human error. The use of deep learning in the classification process of the coffee beans produced can help speed up the separating process and reduce the potential for human error. Experimental results using public dataset show high accuracy in classifying different types of coffee beans produced.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Deep Learning for Classification of Roasted Coffee Beans in Mount Puntang Coffee Production

  • 章节

  • 发表日期：

    2026年

查看全文
  • Ilvico Sonata,
  • Yulyani Arifin,
  • Maryani,
  • Elizabeth Paskahlia Gunawan

摘要

Mount Puntang, Bandung Regency-West Java, Indonesia is one of the coffee producing areas in Indonesia. The coffee produced is not only consumed in various regions in Indonesia but also exported abroad. The manual coffee bean production process is currently one of the causes of the less than optimal coffee production in Mount Puntang. The process of separating processed coffee beans manually takes a long time and has the potential for human error. The use of deep learning in the classification process of the coffee beans produced can help speed up the separating process and reduce the potential for human error. Experimental results using public dataset show high accuracy in classifying different types of coffee beans produced.