TW202248890A - System and method for automatically identifying engineering drawings - Google Patents
System and method for automatically identifying engineering drawings Download PDFInfo
- Publication number
- TW202248890A TW202248890A TW110119770A TW110119770A TW202248890A TW 202248890 A TW202248890 A TW 202248890A TW 110119770 A TW110119770 A TW 110119770A TW 110119770 A TW110119770 A TW 110119770A TW 202248890 A TW202248890 A TW 202248890A
- Authority
- TW
- Taiwan
- Prior art keywords
- engineering
- engineering drawing
- view
- workpiece
- structural units
- Prior art date
Links
Images
Landscapes
- General Factory Administration (AREA)
- Processing Of Solid Wastes (AREA)
Abstract
Description
本發明係關於一種辨識系統及方法,特別是關於一種工程圖自動辨識系統及方法。The present invention relates to an identification system and method, in particular to an engineering drawing automatic identification system and method.
隨著資訊科技的進步,傳統製造業的加工也由人工操作逐漸轉變為電腦控制。粗略來說,加工所需的工程圖紙無論是以人力操作加工機台或以電腦控制,目前大多需要人工讀圖,以擷取必要的關鍵參數及特定加工要求。With the advancement of information technology, the processing of traditional manufacturing has gradually changed from manual operation to computer control. Roughly speaking, whether the engineering drawings required for processing are manually operated or controlled by computers, most of the drawings currently require manual reading to extract the necessary key parameters and specific processing requirements.
換言之,絕大部分的製品工程圖係以繪圖軟體繪製,其中在製品工程圖中除了製品規格之外,還包括其他加工需求等資訊。當繪製完成的製品工程圖發送至生產車間進行生產製造之前,通常需要專業人員剖析製品工程圖的圖面資訊,並且需要另外歸納及擷取製品工程圖的結構資訊及加工需求等龐雜資訊。In other words, most of the product engineering drawings are drawn with drawing software, and the product engineering drawings include other information such as processing requirements in addition to product specifications. Before the finished product engineering drawing is sent to the production workshop for manufacturing, it is usually necessary for professionals to analyze the graphic information of the product engineering drawing, and additionally summarize and extract complex information such as structural information and processing requirements of the product engineering drawing.
舉例來說,一般製品工程圖通常包括上百個單位的結構資訊及至少一種額外的加工需求,倘若均以專業人員於加工生產前進行剖析,則需要數小時甚至數天的時間方能完成。然而,在競爭激烈的時代,上述方式已逐漸無法滿足上下游供應鏈的需求,因此目前急需一種新穎的製品工程圖剖析系統及方法,以解決上述耗時費工的問題。For example, a general product engineering drawing usually includes structural information of hundreds of units and at least one additional processing requirement. If all are analyzed by professionals before processing and production, it will take hours or even days to complete. However, in the era of fierce competition, the above-mentioned methods have gradually failed to meet the needs of the upstream and downstream supply chains. Therefore, a novel product engineering drawing analysis system and method is urgently needed to solve the above-mentioned time-consuming and labor-intensive problems.
有鑒於此,本發明提供一種工程圖自動辨識系統及方法,藉由能自動分析工程圖及結構單元的圖面分析模組,可快速取得對應於該工程圖的複數種圖面資訊,因此能為相關產業帶來更多的效益。In view of this, the present invention provides a system and method for automatic identification of engineering drawings, through which the drawing analysis module that can automatically analyze engineering drawings and structural units can quickly obtain multiple types of drawing information corresponding to the engineering drawing, so it can Bring more benefits to related industries.
本發明之一目的在於提供一種工程圖自動辨識系統,其包括一運算裝置、一圖面拆解模組及一圖面分析模組。其中,該圖面拆解模組係執行於該運算裝置,該圖面拆解模組係將一工程圖拆解成為複數個結構單元,且將該些結構單元依至少一幾何特徵進行分類;該圖面分析模組係執行於該運算裝置,該圖面分析模組分析該工程圖及該些結構單元,以取得對應於該工程圖的複數種圖面資訊。An object of the present invention is to provide an automatic identification system for engineering drawings, which includes a computing device, a drawing disassembly module and a drawing analysis module. Wherein, the drawing dismantling module is executed on the computing device, and the drawing dismantling module disassembles an engineering drawing into a plurality of structural units, and classifies these structural units according to at least one geometric feature; The graphic analysis module is executed on the computing device, and the graphic analysis module analyzes the engineering drawing and the structural units to obtain multiple kinds of graphic information corresponding to the engineering drawing.
本發明之另一目的在於提供一種工程圖自動辨識方法,其包括至少以下步驟: 提供一運算裝置,該運算裝置包括一圖面拆解模組及一圖面分析模組; 執行該圖面拆解模組,將一工程圖拆解成為複數個結構單元,且將該些結構單元依至少一幾何特徵進行分類; 執行該圖面分析模組,分析該工程圖及該些結構單元,以取得對應於該工程圖的複數種圖面資訊。 Another object of the present invention is to provide a method for automatic identification of engineering drawings, which includes at least the following steps: Provide a computing device, the computing device includes a drawing dismantling module and a drawing analysis module; Executing the drawing dismantling module, dismantling an engineering drawing into a plurality of structural units, and classifying these structural units according to at least one geometric feature; Execute the graphic analysis module to analyze the engineering drawing and the structural units to obtain multiple types of graphic information corresponding to the engineering drawing.
本發明之效果在於,藉由能自動分析工程圖及結構單元的圖面分析模組,可快速取得對應於該工程圖的複數種圖面資訊,因此能減少耗時費工的人力判讀,以提高工程圖的分析效率,進而為相關產業帶來更多的助益。The effect of the present invention is that by means of the drawing analysis module capable of automatically analyzing engineering drawings and structural units, multiple types of drawing information corresponding to the engineering drawing can be quickly obtained, thereby reducing time-consuming and labor-intensive manpower interpretation, and Improve the analysis efficiency of engineering drawings, and bring more benefits to related industries.
以下將配合本發明的具體實施例及圖式說明本發明之工程圖自動辨識系統及方法,然本發明的具體實施例及圖式係用於闡明本發明之精神,使其更容易理解,並非用以限制本發明之專利範圍。The engineering drawings automatic recognition system and method of the present invention will be described below in conjunction with specific embodiments and drawings of the present invention, but the specific embodiments and drawings of the present invention are used to clarify the spirit of the present invention to make it easier to understand, not to It is used to limit the patent scope of the present invention.
請參考圖1,本發明實施例提供一種工程圖自動辨識系統100,其包括一運算裝置110、一圖面拆解模組120及一圖面分析模組130。其中,該圖面拆解模組120係執行於該運算裝置110,且一工程圖ED係輸入於該運算裝置110中。該圖面拆解模組120係將該工程圖ED拆解成為複數個結構單元(圖未繪示),且將該些結構單元依至少一幾何特徵進行分類。Please refer to FIG. 1 , an embodiment of the present invention provides an
在本發明實施例中,該些結構單元包括該工程圖ED所呈現的基本線條型態,例如垂直線、水平線、弧線、圓形或其組合,但不以此為限制,在此並未窮舉所有基本線條型態。在本發明實施例中,該至少一幾何特徵包括上述基本線條型態,並且將該些結構單元依上述基本線條型態進行分類,例如將該工程圖ED上的垂直線歸為第一類,將該工程圖ED上的水平線歸為第二類,將該工程圖ED上的弧線歸為第三類,及/或將該工程圖ED上的圓形歸為第四類,但不以此為限制。In the embodiment of the present invention, these structural units include the basic line types presented in the engineering drawing ED, such as vertical lines, horizontal lines, arcs, circles or combinations thereof, but not limited thereto, and are not exhaustive here. List all basic line types. In an embodiment of the present invention, the at least one geometric feature includes the above-mentioned basic line type, and the structural units are classified according to the above-mentioned basic line type, for example, the vertical line on the engineering drawing ED is classified into the first category, Classify horizontal lines on the drawing ED as class 2, arcs on the drawing ED as class 3, and/or circles on the drawing ED as class 4, but not for the limit.
在本發明實施例中,該些結構單元除了依上述基本線條型態進行分類之外,還進一步依功能性與目的性加入群組。例如,將該些結構單元依圖框所屬位置,進行預分類;再將該些結構單元加入上視圖、側視圖、局部放大圖或其組合之群組。又例如為了尋找該些弧,其起始終點角度大於180度,必須逐一檢視所有弧,並予以加入一新群組中。藉由依功能性組成群組,可提升自動讀圖的精確性與降低程式出錯機率。In the embodiment of the present invention, in addition to being classified according to the above-mentioned basic line types, these structural units are further added into groups according to functionality and purpose. For example, these structural units are pre-classified according to the position of the picture frame; and then these structural units are added to the group of top view, side view, partial enlarged view or a combination thereof. For another example, in order to find those arcs whose starting and ending angles are greater than 180 degrees, all arcs must be checked one by one and added to a new group. By forming groups according to functionality, the accuracy of automatic image reading can be improved and the probability of program errors can be reduced.
在圖1中,該圖面分析模組130係執行於該運算裝置110,該圖面分析模組130分析該工程圖ED及該些結構單元,以取得對應於該工程圖ED的複數種圖面資訊DI。在本發明實施例中,該圖面分析模組130係訊號連接於該圖面拆解模組120,使得該圖面拆解模組120所拆解的該些結構單元可直接傳遞至該圖面分析模組130中並直接進行分析,進而簡化資訊傳遞的流程及提升資料分析的效率。In FIG. 1, the
在本發明實施例中,該圖面分析模組130包括辨識該工程圖ED的一上視圖、一側視圖、至少一局部放大圖、至少一文字、至少一符號、至少一數值或其組合。在本發明實施例中,該圖面分析模組130所取得對應於該工程圖ED的該些圖面資訊DI包括複數個工件結構特徵、至少一加工需求或其組合,其中該工件結構特徵包括該工程圖的一工件上視圖、一工件側視圖、至少一局部放大圖、至少一文字、至少一符號、至少一數值或其組合。在本發明實施例中,該圖面分析模組130包括將該上視圖及該側視圖的至少一共同參數進行比對,以確認該共同參數是否一致,以及該上視圖及該側視圖是否有等比例放大的條件;舉例來說,以該工件的外徑尺寸做為該共同參數時,由該圖面分析模組130分析的該工件上視圖及該工件側視圖的外徑尺寸應一致,且該工程圖ED中所標註的外徑數值則可換算該上視圖及該側視圖等比例放大的倍數。In the embodiment of the present invention, the
舉例來說,該工程圖ED上呈現有一製品的一工件上視圖、一工件側視圖、至少一局部放大圖、至少一文字、至少一符號、至少一數值或其組合,而該圖面分析模組130係藉由辨識該上視圖、該側視圖、該局部放大圖的結構特徵、辨識文字、符號、數字或其組合的方式,進而區分出該工程圖ED上各個區塊分別表示該工件結構特徵的種類。For example, an upper view of a workpiece, a side view of a workpiece, at least one partial enlarged view, at least one character, at least one symbol, at least one numerical value or a combination thereof are presented on the engineering drawing ED, and the
請一併參考圖1及圖2,一種工程圖自動辨識方法,包括至少以下步驟:
步驟S01、提供上述運算裝置110,該運算裝置110包括上述圖面拆解模組120及上述圖面分析模組130;
步驟S02、執行該圖面拆解模組120,將上述工程圖ED拆解成為複數個結構單元(圖未繪示),且將該些結構單元依至少一幾何特徵進行分類;
步驟S03、執行該圖面分析模組130,分析該工程圖ED及該些結構單元,以取得對應於該工程圖ED的複數種圖面資訊DI。
Please refer to Figure 1 and Figure 2 together, a method for automatic identification of engineering drawings, including at least the following steps:
Step S01, providing the above-mentioned
在本發明實施例中,分析該工程圖及該些結構單元包括識別該工程圖ED中的上視圖區塊、識別該工程圖ED中的側視圖區塊、以及識別該工程圖ED中的製品種類或工件種類。In the embodiment of the present invention, analyzing the engineering drawing and the structural units includes identifying the top view block in the engineering drawing ED, identifying the side view block in the engineering drawing ED, and identifying the products in the engineering drawing ED Kind or type of workpiece.
接著舉本發明的一實施例說明工程圖ED中的上視圖區塊的判斷方式。如圖3所示,當該工程圖ED為一製作光學元件的模仁工程圖或一光學鏡片的工程圖時,該模仁工程圖或該光學鏡片工程圖的上視圖具有一上視圖中心,而該上視圖中心係找出工程圖上最多圓的區塊。在本發明其他實施例中,也可以找出工程圖上最多弧線之圓心的區塊。在本發明其他實施例中,若最多弧線之圓心的區塊內沒有完整的圓形,則判斷此區塊並非上視圖,另外辨識可形成完整圓形且弧線之圓心第二多的區塊。Next, an embodiment of the present invention is used to describe the method of judging the upper view block in the engineering drawing ED. As shown in Figure 3, when the engineering drawing ED is a mold core engineering drawing for making an optical element or an optical lens engineering drawing, the upper view of the mold core engineering drawing or the optical lens engineering drawing has an upper view center, And the center of the upper view is to find the block with the most circles on the engineering drawing. In other embodiments of the present invention, the block with the most arc centers on the engineering drawing may also be found. In other embodiments of the present invention, if there is no complete circle in the block with the most arc centers, it is judged that this block is not the top view, and the block that can form a complete circle and has the second most arc centers is identified.
值得一提的是,識別該工程圖ED中的上視圖區塊更可進一步包括判斷模仁外徑、判斷非球面部口徑、判斷放大倍率、判斷有無D形切面(D-cut)、判斷有無澆口 、判斷有無流道、判斷有無頂針、判斷排氣設計或其組合。其中,判斷有無澆口更可包括判斷澆口數量、尺寸及/或位置;判斷有無流道更可包括判斷流道數量、尺寸及/或位置;判斷有無頂針更可包括判斷頂針數量、尺寸、及/或位置。It is worth mentioning that identifying the upper view block in the engineering drawing ED may further include judging the outer diameter of the mold core, judging the diameter of the aspheric surface, judging the magnification, judging whether there is a D-cut, judging whether there is Gate, judging whether there is a runner, judging whether there is an ejector pin, judging the exhaust design or a combination thereof. Among them, judging whether there are gates can further include judging the number, size and/or position of gates; judging whether there are runners can further include judging the number, size and/or position of runners; judging whether there are thimbles can further include judging the number, size, and/or location.
接著舉本發明的另一實施例說明工程圖ED中的側視圖區塊的判斷方式。如圖4所示,當該工程圖ED為該製作光學元件的模仁工程圖時,該模仁工程圖具有一模仁側視圖,且該模仁側視圖的區塊中具有各種方向的線條,例如複數條垂直線、複數條水平線、至少一弧線、至少一曲線或其組合,且該些線條可連接構成一封閉圖案,而該封閉圖案即為該模仁側視圖,但不以此為限制。Next, another embodiment of the present invention is used to illustrate the judgment method of the side view block in the engineering drawing ED. As shown in Figure 4, when the engineering drawing ED is the engineering drawing of the mold core for making optical elements, the mold core engineering drawing has a side view of the mold core, and the blocks of the mold core side view have lines in various directions , such as a plurality of vertical lines, a plurality of horizontal lines, at least one arc, at least one curve or a combination thereof, and these lines can be connected to form a closed pattern, and the closed pattern is the side view of the mold core, but it is not regarded as limit.
值得一提的是,識別該工程圖ED中的側視圖區塊亦可由其於該工程圖ED的所在位置判斷,例如側視圖區塊通常會鄰近上視圖區塊,因此可藉由判斷位於該上視圖塊上方、下方、左側、右側的圖塊是否係由複數條垂直線及複數條水平線所構成的封閉圖案,來辨識該工程圖ED中的側視圖區塊,但不以此為限制。It is worth mentioning that the identification of the side view block in the engineering drawing ED can also be judged by its position in the engineering drawing ED. For example, the side view block is usually adjacent to the upper view block, so it can be determined by Whether the block above, below, left, and right of the upper view block is a closed pattern formed by multiple vertical lines and multiple horizontal lines is used to identify the side view block in the engineering drawing ED, but this is not a limitation.
除此之外,由工程圖ED中的上視圖的工件外徑及側視圖的工件外徑進行比對,亦可確認工程圖ED中的上視圖區塊及側視圖區塊的所在位置及相關資訊,但不以此為限制。In addition, by comparing the outer diameter of the workpiece in the upper view and the outer diameter of the workpiece in the side view in the engineering drawing ED, the location and correlation of the upper view block and the side view block in the engineering drawing ED can also be confirmed. information, without limitation.
接著舉本發明的再一實施例說明該工程圖ED中的工件種類的判斷方式。如圖5所示,當該工程圖ED為該製作光學元件的模仁工程圖或該光學鏡片的工程圖時,可由該工程圖ED中的該上視圖區塊、該側視圖區塊或其組合中之至少一結構特徵判斷該工件種類。在本發明實施例中,該工件種類例如可為製作光學元件的模具種類,包括入子模仁、間隔物模仁、鏡片模仁或其組合。在本發明實施例中,入子模仁係指製作鏡頭鑲件或鏡頭殼體的模仁。Next, another embodiment of the present invention will be used to describe the method of judging the workpiece type in the engineering drawing ED. As shown in Figure 5, when the engineering drawing ED is the engineering drawing of the mold core for making the optical element or the engineering drawing of the optical lens, the upper view block, the side view block or its At least one structural feature in the combination determines the type of the workpiece. In the embodiment of the present invention, the type of workpiece can be, for example, the type of mold for making optical elements, including insert mold cores, spacer mold cores, lens mold cores or combinations thereof. In the embodiment of the present invention, the sub-mold core refers to the mold core for making a lens insert or a lens housing.
在本發明的一實例中,根據該工程圖ED中的上視圖區塊的同心圓數量是否大於預設值,以判斷該工件種類是否為入子模仁,如圖5所示;在本實例中,當該工件種類為入子模仁時,該工程圖ED中的上視圖區塊具有複數個的同心圓結構,因此可根據同心圓的數量作為判斷該工件種類是否為入子模仁的依據。在本發明的另一實例中,根據該工程圖ED中的上視圖區塊的弧線及雲形線之總數是否小於預設值,以判斷該工件種類是否為入子模仁,如圖6所示;圖6的實例與圖5的實例的判斷方式彼此互補,當該工件種類為入子模仁時,該工程圖ED中的上視圖區塊具有複數個的同心圓結構,因此同心圓數量多時,將使弧線及雲形線之總數減少,甚至沒有弧線及雲形線,故此圖6的實例可根據弧線及雲形線之總數作為判斷該工件種類是否為入子模仁的依據。在本發明的再一實例中,根據該工程圖ED中的側視圖區塊的階級數量是否大於預設值,以判斷該工件種類是否為入子模仁,如圖7所示;在本實例中,當該工件種類為入子模仁時,該工程圖ED中的側視圖區塊具有複數階的階梯狀結構,因此可根據側視圖的階級數量作為判斷該工件種類是否為入子模仁的依據。In an example of the present invention, according to whether the number of concentric circles of the upper view block in the engineering drawing ED is greater than a preset value, it is judged whether the workpiece type is a sub-mold core, as shown in Figure 5; in this example , when the workpiece type is a sub-mold core, the upper view block in the engineering drawing ED has a plurality of concentric circle structures, so the number of concentric circles can be used as a criterion for judging whether the workpiece type is a sub-mold core in accordance with. In another example of the present invention, according to whether the total number of arcs and cloud-shaped lines in the upper view block in the engineering drawing ED is less than a preset value, it is judged whether the type of workpiece is an entry mold core, as shown in Figure 6 The judging modes of the example of Fig. 6 and the example of Fig. 5 are complementary to each other, when the workpiece type is a sub-mold core, the upper view block in the engineering drawing ED has a plurality of concentric circle structures, so the number of concentric circles is large At this time, the total number of arcs and cloud-shaped lines will be reduced, or even there will be no arcs and cloud-shaped lines. Therefore, the example in Figure 6 can be used as the basis for judging whether the workpiece type is a sub-mold based on the total number of arcs and cloud-shaped lines. In yet another example of the present invention, according to whether the number of stages of the side view block in the engineering drawing ED is greater than a preset value, it is judged whether the workpiece type is a sub-mold core, as shown in Figure 7; in this example , when the workpiece type is a sub-mold core, the side view block in the engineering drawing ED has a multi-step ladder structure, so it can be judged whether the workpiece type is a sub-mold core according to the number of steps in the side view basis.
在圖5至圖7中,根據該工程圖ED中的該側視圖區塊或局部放大側視圖區塊中之頂緣中心區域是否具有雲形線以判斷該工件種類是否為間隔物模仁或鏡片模仁。在本發明實施例中,雲形線係指通過或靠近一系列指定點的光滑曲線。In Figures 5 to 7, according to whether the central area of the top edge in the side view block or the partially enlarged side view block in the engineering drawing ED has a cloud-shaped line, it is judged whether the workpiece type is a spacer mold core or a lens Mo Ren. In the embodiment of the present invention, a cloud-shaped line refers to a smooth curve passing through or approaching a series of designated points.
在圖5至圖7中,判斷該工程圖ED中的該側視圖區塊是否包含完整的光學鏡片雙面特徵,即意謂該工程圖ED中的該側視圖區塊可區分成兩個完整的單面特徵,每個單面特徵包含光學鏡片應有的避空台階、承靠面、透鏡區域或其組合。若該工程圖ED中的該側視圖區塊包含完整的光學鏡片雙面特徵,則可判斷該工程圖ED為一光學鏡片工程圖。在本發明的實例中,當工程圖ED為一光學鏡片工程圖時,該光學鏡片工程圖的透鏡區域係以雲形線、弧或其組合表示,但不以此為限制。In FIGS. 5 to 7, it is judged whether the side view block in the engineering drawing ED contains a complete double-sided feature of the optical lens, which means that the side view block in the engineering drawing ED can be divided into two complete Each single-sided feature contains the empty step, bearing surface, lens area or combination thereof that the optical lens should have. If the side view block in the engineering drawing ED includes a complete double-sided feature of the optical lens, it can be determined that the engineering drawing ED is an engineering drawing of an optical lens. In an example of the present invention, when the engineering drawing ED is an engineering drawing of an optical lens, the lens area of the engineering drawing of the optical lens is represented by cloud-shaped lines, arcs or a combination thereof, but not limited thereto.
藉由本發明的上述實施例,該圖面分析模組能自動分析工程圖及結構單元,以快速取得對應於該工程圖的複數種圖面資訊,因此能減少耗時費工的人力判讀,以提高工程圖的分析效率,進而為相關產業帶來更多的助益。With the above-mentioned embodiment of the present invention, the drawing analysis module can automatically analyze engineering drawings and structural units to quickly obtain multiple types of drawing information corresponding to the engineering drawings, thus reducing time-consuming and labor-intensive manual interpretation, and Improve the analysis efficiency of engineering drawings, and bring more benefits to related industries.
100:工程圖自動辨識系統 110:運算裝置 120:圖面拆解模組 130:圖面分析模組 ED:工程圖 DI:圖面資訊 S01,S02,S03:步驟 100: Automatic identification system for engineering drawings 110: computing device 120: Drawing dismantling module 130: Graphic analysis module ED: Engineering Drawings DI: Drawing Information S01, S02, S03: steps
[圖1]係根據本發明一實施例的工程圖自動辨識系統的方塊圖。 [圖2]係根據本發明一實施例的工程圖自動辨識方法的流程圖。 [圖3]係根據本發明一實施例的工程圖自動辨識方法的決策圖。 [圖4]係根據本發明另一實施例的工程圖自動辨識方法的決策圖。 [圖5]係根據本發明再一實施例的工程圖自動辨識方法的決策圖。 [Fig. 1] is a block diagram of an automatic identification system for engineering drawings according to an embodiment of the present invention. [Fig. 2] is a flowchart of an automatic identification method for engineering drawings according to an embodiment of the present invention. [Fig. 3] is a decision diagram of the automatic identification method for engineering drawings according to an embodiment of the present invention. [Fig. 4] is a decision diagram of the method for automatic identification of engineering drawings according to another embodiment of the present invention. [Fig. 5] is a decision diagram of the method for automatic identification of engineering drawings according to yet another embodiment of the present invention.
100:工程圖自動辨識系統 100: Automatic identification system for engineering drawings
110:運算裝置 110: computing device
120:圖面拆解模組 120: Drawing dismantling module
130:圖面分析模組 130: Graphic analysis module
ED:工程圖 ED: Engineering Drawings
DI:圖面資訊 DI: Drawing Information
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
TW110119770A TW202248890A (en) | 2021-06-01 | 2021-06-01 | System and method for automatically identifying engineering drawings |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
TW110119770A TW202248890A (en) | 2021-06-01 | 2021-06-01 | System and method for automatically identifying engineering drawings |
Publications (1)
Publication Number | Publication Date |
---|---|
TW202248890A true TW202248890A (en) | 2022-12-16 |
Family
ID=85793563
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
TW110119770A TW202248890A (en) | 2021-06-01 | 2021-06-01 | System and method for automatically identifying engineering drawings |
Country Status (1)
Country | Link |
---|---|
TW (1) | TW202248890A (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113268790A (en) * | 2021-06-04 | 2021-08-17 | 东莞晶彩光学有限公司 | Automatic engineering drawing identification system and method |
-
2021
- 2021-06-01 TW TW110119770A patent/TW202248890A/en unknown
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113268790A (en) * | 2021-06-04 | 2021-08-17 | 东莞晶彩光学有限公司 | Automatic engineering drawing identification system and method |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN112037219B (en) | Metal surface defect detection method based on two-stage convolutional neural network | |
CN110704880B (en) | Correlation method of engineering drawings | |
TWI608369B (en) | Classification method, classification module and computer program product | |
US20210271870A1 (en) | Method and device for processing information, electronic device, and storage medium | |
TW202248890A (en) | System and method for automatically identifying engineering drawings | |
WO2021154722A1 (en) | Methods and systems for dynamically generating a plurality of machine learning systems during processing of a user data set | |
CN206975668U (en) | A kind of finance reimbursement unanimous vote is according to intelligent checks system | |
CN106547915A (en) | Intelligent data extracting method based on model library | |
CN111522951A (en) | Sensitive data identification and classification technical method based on image identification | |
CN116309577B (en) | Intelligent detection method and system for high-strength conveyor belt materials | |
CN114994051A (en) | Intelligent integrated real-time detection system for punching of automobile numerical control forged part | |
JP2012190434A (en) | Form defining device, form defining method, program and recording medium | |
CN113268790A (en) | Automatic engineering drawing identification system and method | |
Nagato et al. | Machine learning technology applied to production lines: image recognition system | |
US11507961B2 (en) | Fabricated data detection method | |
EP3287950A1 (en) | Self-correction recognition method and device for valuable document recognition device | |
WO2023097464A1 (en) | Image recognition method and system, and training method and an electronic device | |
CN110688445B (en) | Digital archive construction method | |
CN114547719A (en) | Information processing device, information processing method, and program | |
Uğuroğlu | Near-real time quality prediction in a plastic injection molding process using Apache spark | |
CN101174281B (en) | Automatic die assembly checking system and method thereof | |
CN111522902A (en) | Data entry method and device, electronic equipment and computer readable storage medium | |
CN101419637B (en) | Punch mold unclosed graph automatic inspection system and method | |
JP7298587B2 (en) | Information processing device, information processing method, and program | |
JP7409292B2 (en) | Information processing device, information processing method, and program |