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邊緣學習屬於 AI 的子集，會使用一組預先訓練的演算法在裝置上或「在邊緣」進行處理作業。比起傳統的深度學習型解決方案，這項技術設定簡單，需要的圖像組更少而且訓練和驗證的期間更短。無須部署方面的網域專業知識，非視覺專家也可在短短數分鐘內訓練邊緣學習工具並產生準確結果，讓它成為適用於機器視覺初學者到專家等所有人員的一套可行自動化解決方案。