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                                                                                                                                                              您的位置>首頁>新聞動態> 機器視覺之表面缺陷檢測

                                                                                                                                                              發布時間: 2022-01-06    瀏覽量:33
                                                                                                                                                              表面缺陷檢測

                                                                                                                                                                在我們日常生活中,經常遇到購買商品存在瑕疵,我們溯源便會發現,這些問題基本是工廠的表面缺陷檢測出了問題,除了部分不注意品控的廠商外,大部分廠企出現這個原因的根本因素辨識產線人工參與模式。

                                                                                                                                                                     人工參與模式,人工檢查,這個在用人成本不高的年代,市場需求不挑剔的年代,人工缺陷檢測的方式無傷大雅,但是伴隨著市場需求不斷擴大,要求進一步提升,人工模式越來越無法滿足市場的需求,為了進一步的解決這些生產矛盾問題,自動化生產線開始將目光轉向了機器視覺,以機器代替人眼的方式來進行表面缺陷檢測!

                                                                                                                                                              表面缺陷檢測機械臂

                                                                                                                                                                     缺陷檢測廣泛用于布匹缺陷檢測、工件表面質量檢測、航空航天領域等。 傳統的算法在規則缺陷和場景比較簡單的情況下可以發揮作用,但在特征不清晰、形狀多樣、場景混亂的情況下不適用。 近年來,基于深度學習的識別算法越來越成熟,許多公司如速嵌智造將深度學習算法應用于工業場合。

                                                                                                                                                                目前,機器視覺廣泛應用于工業檢測、包裝印刷、食品工業、航空航天、生物醫學工程、軍事科學技術、智能交通、文字識別等領域。 工業檢測領域是機器視覺應用中比重領域,主要用于產品質量檢測、產品分類、產品包裝等,如零部件裝配完整性檢測、裝配尺寸精度檢測、位置/角度測量、零部件識別、印刷物檢測、瓶蓋檢查、玻璃表面質量檢測體系是工業檢測極其重要的組成部分,機器視覺表面缺陷檢測開始在許多行業應用,涉及鋼板、玻璃、印刷、電子、紡織品、零部件、水果、木材、瓷磚、導軌等許多相關計算民生的行業和產品。

                                                                                                                                                                    對于產品出現瑕疵這個問題來說,這是一個永遠無法規避的問題,但是如何讓出廠的產品沒有問題,這便是我們廠企運營需要思考的問題,表面缺陷檢測過程是一個不錯的道路,將劣質產品攔截在廠區大門,如此下來,市場就可以達到100%品控!

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