GOE Reliability Overview and Benchmarking

Labeled Faces in the Wild Home(户外脸部检测数据库)数据摘要：Welcome to Labeled Faces in the Wild, a database of face photographs designed for studying the problem of unconstrained face recognition. The data set contains more than 13,000 images of faces collected from the web. Each face has been labeled with the name of the person pictured. 1680 of the people pictured have two or more distinct photos in the data set. The only constraint on these faces is that they were detected by the Viola-Jones face detector. More details can be found in the technical report below.中文关键词：脸部,识别,户外,名字,标注,英文关键词：face,recognition,wild,name,labeled,数据格式：IMAGE数据用途：studying the problem of unconstrained face recognition数据详细介绍：Labeled Faces in the Wild HomeWelcome to Labeled Faces in the Wild, a database of face photographs designed for studying the problem of unconstrained face recognition. The data set contains more than 13,000 images of faces collected from the web. Each face has been labeled with the name of the person pictured. 1680 of the people pictured have two or more distinct photos in the data set. The only constraint on these faces is that they were detected by the Viola-Jones face detector. More details can be found in the technical report below.Mailing list:If you wish to receive announcements regarding any changes made to the LFW database, please send email to majordomo@ with the message body: "subscribe lfw" on a single line.Explore the database:Alphabetically by first name:[A)[Alf)[Ang)[B)[Bin)[C)[Che)[Col)[D)[Daw)[Don)[E)[Eri)[F)[G)[Goe)[H)[I)[J)[Jav)[Jes)[Joh)[Jos)[K)[Kim)[L)[Lil)[M)[Mark)[Mel)[Mik)[N)[O)[P)[Per)[Q)[R)[Ric)[Rog)[S)[Sha)[Ste)[T)[Tim)[U)[V)[W)[X)[Y)[Z)Alphabetically by first name, only people with more than one image:[A][B][C][D][E][F][G][H][I][J][K][L][M][N][O][P][Q][R][S][T][U][V][W][X][Y][Z] Alphabetically by last name:[A][B][C][D][E][F][G][H][I][J][K][L][M][N][O][P][Q][R][S][T][U][V][W][X][Y][Z]By number of images per person:[1 A-E][1 F-J][1 K-O][1 P-T][1 U-Z][2][3][4][5][6-10][11+]Single page of all names (no thumbnails)Download the database:∙All images as gzipped tar file (173MB, md5sumac79dc88658530a91423ebbba2b07bf3)∙All images aligned with funneling (233MB, md5sum1b42dfed7d15c9b2dd63d5e5840c86ad)∙All images aligned with commercial face alignment software (LFW-a - Taigman, Wolf, Hassner)∙Subset of images - people with name starting with A (14MB) as zip file∙Subset of images - George_W_Bush (individual person with most images) (6.9MB)as zip file∙All names (with number of images for given name) as text file∙README - information on file formats and directory structure Training, Validation, and Testing:View 1:For development purposes, we recommend using the below training/testing split, which was generated randomly and independently of the splits for 10-fold cross validation, to avoid unfairly overfitting to the sets above during development. For instance, these sets may be viewed as a model selection set and a validation set. See the tech report below for more details.Explore the sets: [training][test]Download the sets: pairsDevTrain.txt, pairsDevTest.txt, peopleDevTrain.txt, peopleDevTest.txtView 2:As a benchmark for comparison, we suggest reporting performance as 10-fold cross validation using splits we have randomly generated.For information on the file formats, please refer to the README above.For details on how the sets were created, please refer to the tech report below. Results:Accuracy and ROC curves for various methods available on results page. Information:13233 images5749 people1680 people with two or more imagesErrata:The following is a list of known errors in LFW. Due to the small number of such errors, the database will be left as is (without corrections) to avoid confusion.It is important that users of the database provide their algorithms with the database as is, i.e. without correcting the errors below, since previous results published for the database did not have the advantage of correcting for these errors.Note: unless stated otherwise below, any error in a matched pair will mean thatthe label ("matched") is wrong. Any error in a mismatched pair, even with the person having the wrong identity, will generally be correct (the label of "mismatched" will still be correct).Recep_Tayyip_Erdogan_0004 is incorrect (it is an image of Abdullah Gul). This image appears only in one matched pair in the training set of View 1. Janica_Kostelic_0001 is incorrect (it is an image of Anja Paerson).This image appears in one matched pair in the test set of View 1, and in one matched pair and one mismatched pair (with Don_Carcieri_0001) in fold 1 of View 2.Bart_Hendricks_0001 is incorrect (it is a duplicate image of Ricky_Ray_0001). This image appears in two mismatched pairs in the training set of View 1, and one mismatched pair in fold 2 of View 2. (None of the mismatched pairs are with Ricky_Ray.)Carlos_Beltran_0001 is incorrect (it is a duplicate image of Raul_Ibanez_0001). This image appears in one mismatched pair in the test set of View 1, and one mismatched pair in fold 5 of View 2. (None of the mismatched pairs are with Raul_Ibanez.)Emmy_Rossum_0001 is incorrect (it is a duplicate image of Eva_Amurri_0001). This image appears in one mismatched pair in the test set of View 1 (the mismatched pair is not with Eva_Amurri).Michael_Schumacher_0008 is incorrect (it is an image of Rubens Barrichello). This image does not appear in a matched or mismatched pair, in either view. Reference:Please cite as:Gary B. Huang, Manu Ramesh, Tamara Berg, and Erik Learned-Miller. Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments.University of Massachusetts, Amherst, Technical Report 07-49, October, 2007. 数据预览：点此下载完整数据集。

SINUMERIK SINUMERIK 828D MillingOperating ManualValid for:SINUMERIK 828DSoftware versionCNC system software for 828D V4.95 SINUMERIK Operate for PCU/PC V4.9507/20216FC5398-7CP41-0BA1Legal information Warning notice systemThis manual contains notices you have to observe in order to ensure your personal safety, as well as to prevent damage to property. The notices referring to your personal safety are highlighted in the manual by a safety alert symbol, notices referring only to property damage have no safety alert symbol. These notices shown below are graded according tothe degree of danger.DANGERindicates that death or severe personal injury will result if proper precautions are not taken.WARNINGindicates that death or severe personal injury may result if proper precautions are not taken.CAUTIONindicates that minor personal injury can result if proper precautions are not taken.NOTICEindicates that property damage can result if proper precautions are not taken.If more than one degree of danger is present, the warning notice representing the highest degree of danger will be used. A notice warning of injury to persons with a safety alert symbol may also include a warning relating to property damage.Qualified PersonnelThe product/system described in this documentation may be operated only bypersonnel qualified for the specific task in accordance with the relevant documentation, in particular its warning notices and safety instructions. Qualified personnel are those who, based on their training and experience, are capable of identifying risks and avoiding potential hazards when working with these products/systems.Proper use of Siemens productsNote the following:WARNINGSiemens products may only be used for the applications described in the catalog and in the relevant technical documentation. If products and components from other manufacturers are used, these must be recommended or approved by Siemens. Proper transport, storage, installation, assembly, commissioning, operation and maintenance are required to ensure that the products operate safely and without any problems. The permissible ambient conditions must be complied with. The information in the relevant documentation must be observed.TrademarksAll names identified by ® are registered trademarks of Siemens AG. The remaining trademarks in this publication may be trademarks whose use by third parties for their own purposes could violate the rights of the owner.Disclaimer of LiabilityWe have reviewed the contents of this publication to ensure consistency with the hardware and software described. Since variance cannot be precluded entirely, we cannot guarantee full consistency. However, the information in this publication is reviewed regularly and any necessary corrections are included in subsequent editions.Siemens AGDigital Industries Postfach 48 4890026 NÜRNBERG GERMANYDocument order number: 6FC5398-7CP41-0BA1Ⓟ 06/2021 Subject to change Copyright © Siemens AG 2008 - 2021.All rights reservedTable of contents1Introduction (19)1.1About SINUMERIK (19)1.2About this documentation (20)1.3Documentation on the internet (22)1.3.1Documentation overview SINUMERIK 828D (22)1.3.2Documentation overview SINUMERIK operator components (22)1.4Feedback on the technical documentation (24)1.5mySupport documentation (25)1.6Service and Support (26)1.7Important product information (28)2Fundamental safety instructions (29)2.1General safety instructions (29)2.2Warranty and liability for application examples (30)2.3Security information (31)3Fundamentals (33)3.1Product overview (33)3.2Operator panel fronts (34)3.2.1Overview (34)3.2.2Keys of the operator panel (36)3.3Machine control panels (44)3.3.1Overview (44)3.3.2Controls on the machine control panel (44)3.4User interface (48)3.4.1Screen layout (48)3.4.2Status display (49)3.4.3Actual value window (51)3.4.4T,F,S window (53)3.4.5Operation via softkeys and buttons (55)3.4.6Entering or selecting parameters (56)3.4.7Pocket calculator (58)3.4.8Pocket calculator functions (59)3.4.9Context menu (61)3.4.10Changing the user interface language (61)3.4.11Entering Chinese characters (62)3.4.11.1Function - input editor (62)3.4.11.2Entering Asian characters (64)3.4.11.3Editing the dictionary (65)3.4.12Entering Korean characters (66)MillingOperating Manual, 07/2021, 6FC5398-7CP41-0BA13Table of contents3.4.13Protection levels (69)3.4.14Work station safety (71)3.4.15Cleaning mode (71)3.4.16Online help in SINUMERIK Operate (71)4Multitouch operation with SINUMERIK Operate (75)4.1Multitouch panels (75)4.2Touch-sensitive user interface (76)4.3Finger gestures (77)4.4Multitouch user interface (80)4.4.1Screen layout (80)4.4.2Function key block (81)4.4.3Further operator touch controls (81)4.4.4Virtual keyboard (82)4.4.5Special "tilde" character (83)4.5Expansion with side screen (84)4.5.1Overview (84)4.5.2Sidescreen with standard windows (84)4.5.3Standard widgets (86)4.5.4"Actual value" widget (86)4.5.5"Zero point" widget (87)4.5.6"Alarms" widget (87)4.5.7"NC/PLC variables" widget (87)4.5.8"Axle load" widget (88)4.5.9"Tool" widget (88)4.5.10"Service life" widget (89)4.5.11"Program runtime" widget (89)4.5.12Widget "Camera 1" and "Camera 2" (89)4.5.13Sidescreen with pages for the ABC keyboard and/or machine control panel (90)4.5.14Example 1: ABC keyboard in the sidescreen (91)4.5.15Example 2: Machine control panel in the sidescreen (92)5Setting up the machine (93)5.1Switching on and switching off (93)5.2Approaching a reference point (94)5.2.1Referencing axes (94)5.2.2User agreement (95)5.3Operating modes (97)5.3.1General (97)5.3.2Modes groups and channels (99)5.3.3Channel switchover (99)5.4Settings for the machine (101)5.4.1Switching over the coordinate system (MCS/WCS) (101)5.4.2Switching the unit of measurement (101)5.4.3Setting the zero offset (103)5.5Measure tool (105)5.5.1Overview (105)5.5.2Manually measuring drilling and milling tools (105)Milling 4Operating Manual, 07/2021, 6FC5398-7CP41-0BA1Table of contents5.5.3Measuring drilling and milling tools with the workpiece reference point (106)5.5.4Measuring drilling and milling tools with fixed reference point (107)5.5.5Measuring radius or diameter (108)5.5.6Fixed point calibration (109)5.5.7Measuring the drilling and milling tool length with electrical tool probe (109)5.5.8Calibrating the electrical tool probe (112)5.5.9Manually measuring a turning tool (for milling/turning machine) (113)5.5.10Manually measuring a turning tool using a tool probe (for milling/turning machine) (114)5.5.11Logging tool measurement results (116)5.6Measuring the workpiece zero (117)5.6.1Overview (117)5.6.2Sequence of operations (121)5.6.3Examples with manual swiveling (swiveling in JOG mode) (122)5.6.4Setting the edge (123)5.6.5Edge measurement (124)5.6.6Measuring a corner (129)5.6.7Measuring a pocket and hole (132)5.6.8Measuring a spigot (135)5.6.9Aligning the plane (140)5.6.10Defining the measurement function selection (142)5.6.11Logging measurement results for the workpiece zero (143)5.6.12Calibrating the electronic workpiece probe (144)5.6.12.1Calibration of length and radius or diameter (144)5.6.12.2Calibrate on sphere (146)5.7Settings for the measurement result log (148)5.8Zero offsets (150)5.8.1Overview - work offsets (150)5.8.2Display active zero offset (151)5.8.3Displaying the zero offset "overview" (151)5.8.4Displaying and editing base zero offset (153)5.8.5Displaying and editing settable zero offset (154)5.8.6Displaying and editing details of the zero offsets (154)5.8.7Deleting a zero offset (156)5.8.8Measuring the workpiece zero (157)5.9Monitoring axis and spindle data (158)5.9.1Specify working area limitations (158)5.9.2Editing spindle data (158)5.10Displaying setting data lists (160)5.11Handwheel assignment (161)5.12MDA (163)5.12.1Working in MDA (163)5.12.2Saving an MDA program (163)5.12.3Editing/executing a MDI program (164)5.12.4Deleting an MDA program (165)6Execution in manual mode (167)6.1General (167)6.2Selecting a tool and spindle (168)MillingOperating Manual, 07/2021, 6FC5398-7CP41-0BA15Table of contents6.2.1T, S, M windows (168)6.2.2Selecting a tool (170)6.2.3Starting and stopping a spindle manually (170)6.2.4Position spindle (171)6.3Traversing axes (173)6.3.1Traverse axes by a defined increment (173)6.3.2Traversing axes by a variable increment (174)6.4Positioning axes (175)6.5Swiveling (176)6.6Manual retraction (181)6.7Simple face milling of the workpiece (183)6.8Simple workpiece machining operations with milling/turning machines (186)6.8.1Simple workpiece face milling (milling/turning machine) (186)6.8.2Simple stock removal of workpiece (for milling/turning machine) (188)6.9Default settings for manual mode (192)7Machining the workpiece (193)7.1Starting and stopping machining (193)7.2Selecting a program (195)7.3Testing a program (196)7.4Displaying the current program block (197)7.4.1Displaying a basic block (197)7.4.2Display program level (197)7.5Correcting a program (199)7.6Repositioning axes (200)7.7Starting machining at a specific point (201)7.7.1Use block search (201)7.7.2Continuing program from search target (203)7.7.3Simple search target definition (203)7.7.4Defining an interruption point as search target (204)7.7.5Entering the search target via search pointer (205)7.7.6Parameters for block search in the search pointer (206)7.7.7Block search mode (206)7.7.8Block search for position pattern (208)7.8Controlling the program run (210)7.8.1Program control (210)7.8.2Skip blocks (211)7.9Overstore (213)7.10Editing a program (215)7.10.1Searching in programs (215)7.10.2Replacing program text (217)7.10.3Copying/pasting/deleting a program block (218)7.10.4Renumbering a program (220)7.10.5Creating a program block (220)Milling 6Operating Manual, 07/2021, 6FC5398-7CP41-0BA1Table of contents7.10.6Opening additional programs (222)7.10.7Editor settings (223)7.11Working with DXF files (227)7.11.1Overview (227)7.11.2Displaying CAD drawings (228)7.11.2.1Open a DXF file (228)7.11.2.2Cleaning a DXF file (228)7.11.2.3Enlarging or reducing the CAD drawing (229)7.11.2.4Changing the section (230)7.11.2.5Rotating the view (230)7.11.2.6Displaying/editing information for the geometric data (231)7.11.3Importing and editing a DXF file in the editor (232)7.11.3.1General procedure (232)7.11.3.2Specifying a reference point (232)7.11.3.3Assigning the machining plane (233)7.11.3.4Setting the tolerance (233)7.11.3.5Selecting the machining range / deleting the range and element (233)7.11.3.6Saving the DXF file (235)7.11.3.7Transferring the drilling positions (235)7.11.3.8Accepting contours (238)7.12Importing shapes from CAD programs (241)7.12.1Reading in CAD data into an editor and processing (243)7.12.1.1General procedure (243)7.12.1.2Import from CAD (243)7.12.1.3Defining reference points (244)7.12.1.4Accepting the machining steps (246)7.13Display and edit user variables (248)7.13.1Overview (248)7.13.2Global R parameters (249)7.13.3R parameters (250)7.13.4Displaying global user data (GUD) (252)7.13.5Displaying channel GUDs (253)7.13.6Displaying local user data (LUD) (254)7.13.7Displaying program user data (PUD) (255)7.13.8Searching for user variables (255)7.14Displaying G Functions and Auxiliary Functions (258)7.14.1Selected G functions (258)7.14.2All G functions (260)7.14.3G functions for mold making (260)7.14.4Auxiliary functions (261)7.15Displaying superimpositions (263)7.16Mold making view (266)7.16.1Overview (266)7.16.2Starting the mold making view (268)7.16.3Adapting the mold making view (268)7.16.4Specifically jump to the program block (269)7.16.5Searching for program blocks (270)7.16.6Changing the view (271)7.16.6.1Enlarging or reducing the graphical representation (271)MillingOperating Manual, 07/2021, 6FC5398-7CP41-0BA17Table of contents7.16.6.2Moving and rotating the graphic (272)7.16.6.3Modifying the viewport (272)7.17Displaying the program runtime and counting workpieces (274)7.18Setting for automatic mode (276)8Simulating machining (279)8.1Overview (279)8.2Simulation before machining of the workpiece (287)8.3Simultaneous recording before machining of the workpiece (288)8.4Simultaneous recording during machining of the workpiece (289)8.5Different views of the workpiece (290)8.5.1Plan view (290)8.5.23D view (291)8.5.3Side view (291)8.5.4Turning view (292)8.5.5Half section (292)8.6Editing the simulation display (294)8.6.1Blank display (294)8.6.2Showing and hiding the tool path (294)8.7Program control during the simulation (295)8.7.1Changing the feedrate (295)8.7.2Simulating the program block by block (296)8.8Changing and adapting a simulation graphic (297)8.8.1Enlarging or reducing the graphical representation (297)8.8.2Panning a graphical representation (298)8.8.3Rotating the graphical representation (298)8.8.4Modifying the viewport (299)8.8.5Defining cutting planes (299)8.9Displaying simulation alarms (301)9Generating a G code program (303)9.1Graphical programming (303)9.2Program views (304)9.3Program structure (308)9.4Fundamentals (309)9.4.1Machining planes (309)9.4.2Current planes in cycles and input screens (309)9.4.3Programming a tool (T) (310)9.5Generating a G code program (311)9.6Blank input (312)9.7Machining plane, milling direction, retraction plane, safe clearance and feedrate (PL, RP,SC, F) (314)9.8Selection of the cycles via softkey (315)Milling 8Operating Manual, 07/2021, 6FC5398-7CP41-0BA1Table of contents9.9Calling technology functions (319)9.9.1Hiding cycle parameters (319)9.9.2Setting data for cycles (319)9.9.3Checking cycle parameters (319)9.9.4Programming variables (320)9.9.5Changing a cycle call (320)9.9.6 Compatibility for cycle support (321)9.9.7Additional functions in the input screens (321)9.10Measuring cycle support (322)10Creating a ShopMill program (323)10.1Program views (324)10.2Program structure (329)10.3Fundamentals (330)10.3.1Machining planes (330)10.3.2Polar coordinates (330)10.3.3Absolute and incremental dimensions (331)10.4Creating a ShopMill program (334)10.5Program header (335)10.6Program header (for milling/turning machine) (337)10.7Generating program blocks (340)10.8Tool, offset value, feed and spindle speed (T, D, F, S, V) (341)10.9Defining machine functions (343)10.10Call work offsets (345)10.11Repeating program blocks (346)10.12Specifying the number of workpieces (348)10.13Changing program blocks (349)10.14Changing program settings (350)10.15Selection of the cycles via softkey (352)10.16Calling technology functions (357)10.16.1Additional functions in the input screens (357)10.16.2Checking input parameters (357)10.16.3Setting data for technological functions (357)10.16.4Changing a cycle call (358)10.16.5Programming variables (358)10.16.6 Compatibility for cycle support (359)10.17Measuring cycle support (360)10.18Example, standard machining (361)10.18.1Workpiece drawing (362)10.18.2Programming (362)10.18.3Results/simulation test (373)10.18.4G code machining program (375)MillingOperating Manual, 07/2021, 6FC5398-7CP41-0BA19Table of contents11Programming technological functions (cycles) (379)11.1Know-how protection (379)11.2Drilling (380)11.2.1General (380)11.2.2Centering (CYCLE81) (381)11.2.3Drilling (CYCLE82) (382)11.2.4Reaming (CYCLE85) (386)11.2.5Deep-hole drilling 1 (CYCLE83) (387)11.2.6Deep-hole drilling 2 (CYCLE830) (393)11.2.7Boring (CYCLE86) (403)11.2.8Tapping (CYCLE84, 840) (405)11.2.9Drill and thread milling (CYCLE78) (412)11.2.10Positioning and position patterns (416)11.2.11Arbitrary positions (CYCLE802) (418)11.2.12Row position pattern (HOLES1) (421)11.2.13Grid or frame position pattern (CYCLE801) (422)11.2.14Circle or pitch circle position pattern (HOLES2) (424)11.2.15Displaying and hiding positions (426)11.2.16Repeating positions (428)11.3Milling (429)11.3.1Face milling (CYCLE61) (429)11.3.2Rectangular pocket (POCKET3) (431)11.3.3Circular pocket (POCKET4) (438)11.3.4Rectangular spigot (CYCLE76) (445)11.3.5Circular spigot (CYCLE77) (450)11.3.6Multi-edge (CYCLE79) (454)11.3.7Longitudinal groove (SLOT1) (458)11.3.8Circumferential groove (SLOT2) (464)11.3.9Open groove (CYCLE899) (470)11.3.10Long hole (LONGHOLE) - only for G code programs (479)11.3.11Thread milling (CYCLE70) (481)11.3.12Engraving (CYCLE60) (485)11.4Contour milling (492)11.4.1General (492)11.4.2Representation of the contour (492)11.4.3Creating a new contour (494)11.4.4Creating contour elements (495)11.4.5Changing the contour (500)11.4.6Contour call (CYCLE62) - only for G code program (501)11.4.7Path milling (CYCLE72) (502)11.4.8Contour pocket/contour spigot (CYCLE63/64) (507)11.4.9Predrilling contour pocket (CYCLE64) (509)11.4.10Milling contour pocket (CYCLE63) (512)11.4.11Residual material contour pocket (CYCLE63) (517)11.4.12Milling contour spigot (CYCLE63) (518)11.4.13Residual material contour spigot (CYCLE63) (522)11.5Turning - milling/turning machine (525)11.5.1General (525)11.5.2Stock removal (CYCLE951) (525)Milling 10Operating Manual, 07/2021, 6FC5398-7CP41-0BA1Table of contents 11.5.3Groove (CYCLE930) (529)11.5.4Undercut form E and F (CYCLE940) (533)11.5.5Thread undercut (CYCLE940) (539)11.5.6Thread turning (CYCLE99), only for G code (545)11.5.6.1Special aspects of the selection alternatives for infeed depths (572)11.5.7Thread chain (CYCLE98) (573)11.5.7.1Special aspects of the selection alternatives for infeed depths (582)11.5.8Cut-off (CYCLE92) (583)11.6Contour turning - Milling/turning machine (587)11.6.1General information (587)11.6.2Representation of the contour (588)11.6.3Creating a new contour (589)11.6.4Creating contour elements (591)11.6.5Changing the contour (597)11.6.6Contour call (CYCLE62) (598)11.6.7Stock removal (CYCLE952) (599)11.6.8Stock removal residual (CYCLE952) (614)11.6.9Grooving (CYCLE952) (617)11.6.10Grooving residual material (CYCLE952) (628)11.6.11Plunge turning (CYCLE952) (632)11.6.12Plunge turning residual material (CYCLE952) (642)11.7Further cycles and functions (647)11.7.1Swivel plane (CYCLE800) (647)11.7.1.1Cylinder surface transformation with swivel plane (654)11.7.2Swiveling tool (CYCLE800) (658)11.7.2.1Swiveling tool/preloading milling tools - only for G code program (CYCLE800) (658)11.7.2.2Aligning turning tools (CYCLE800) - millling/turning machine (659)11.7.3High-speed settings (CYCLE832) (664)11.7.4Subroutines (668)11.7.5Surface turning (CYCLE953) (670)11.7.6Adapt to load (CYCLE782) (672)11.7.7Interpolation turning (CYCLE806) (674)11.7.7.1Function (674)11.7.7.2Selecting/deselecting interpolation turning - CYCLE806 (675)11.7.7.3Calling the cycle (676)11.7.7.4Parameter (676)11.8Additional cycles and functions in ShopMill (677)11.8.1Transformations (677)11.8.2Translation (678)11.8.3Rotation (678)11.8.4Scaling (679)11.8.5Mirroring (680)11.8.6Cylinder surface transformation (680)11.8.7Straight or circular machining (683)11.8.8Programming a straight line (685)11.8.9Programming a circle with known center point (686)11.8.10Programming a circle with known radius (687)11.8.11Helix (688)11.8.12Polar coordinates (689)11.8.13Straight polar (690)11.8.14Circle polar (691)Table of contents11.8.15Obstacle (692)12Multi-channel view (695)12.1Multi-channel view (695)12.2Multi-channel view in the "Machine" operating area (696)12.3Multi-channel view for large operator panels (699)12.4Setting the multi-channel view (701)13Collision avoidance (703)13.1Collision avoidance (703)13.2Activate collision avoidance (705)13.3Set collision avoidance (706)14Tool management (709)14.1Lists for the tool management (709)14.2Magazine management (711)14.3Tool types (712)14.4Tool dimensioning (715)14.5Tool list (722)14.5.1Additional data (725)14.5.2Creating a new tool (726)14.5.3Measuring the tool (728)14.5.4Managing several cutting edges (728)14.5.5Delete tool (729)14.5.6Loading and unloading tools (729)14.5.7Selecting a magazine (731)14.5.8Managing a tool in a file (732)14.6Tool wear (735)14.6.1Reactivating a tool (737)14.7Tool data OEM (739)14.8Magazine (740)14.8.1Positioning a magazine (742)14.8.2Relocating a tool (742)14.8.3Deleting / unloading / loading / relocating all tools (743)14.9Tool details (745)14.9.1Displaying tool details (745)14.9.2Tool data (745)14.9.3Cutting edge data (746)14.9.4Monitoring data (748)14.10Changing a tool type (749)14.11Graphic display (750)14.12Sorting tool management lists (752)14.13Filtering the tool management lists (753)Table of contents14.14Specific search in the tool management lists (755)14.15Multiple selection in the tool management lists (757)14.16Settings for tool lists (758)14.17Working with Multitool (759)14.17.1Tool list for multitool (759)14.17.2Create multitool (760)14.17.3Equipping multitool with tools (762)14.17.4Removing a tool from multitool (763)14.17.5Deleting multitool (764)14.17.6Loading and unloading multitool (764)14.17.7Reactivating the multitool (765)14.17.8Relocating a multitool (766)14.17.9Positioning a multitool (767)15Managing programs (769)15.1Overview (769)15.1.1NC memory (772)15.1.2Local drive (772)15.1.3USB drives (774)15.1.4FTP drive (774)15.2Opening and closing the program (776)15.3Executing a program (778)15.4Creating a directory / program / job list / program list (780)15.4.1File and directory names (780)15.4.2Creating a new directory (780)15.4.3Creating a new workpiece (781)15.4.4Creating a new G code program (782)15.4.5Creating a new ShopMill program (782)15.4.6Storing any new file (783)15.4.7Creating a job list (784)15.4.8Creating a program list (786)15.5Creating templates (787)15.6Searching directories and files (788)15.7Displaying the program in the Preview (790)15.8Selecting several directories/programs (791)15.9Copying and pasting a directory/program (793)15.10Deleting a program/directory (795)15.10.1Deleting a program/directory (795)15.11Changing file and directory properties (796)15.12Set up drives (797)15.12.1Overview (797)15.12.2Setting up drives (797)15.13Viewing PDF documents (803)15.14EXTCALL (805)Table of contents15.15Execution from external memory (EES) (807)15.16Backing up data (808)15.16.1Generating an archive in the Program Manager (808)15.16.2Generating an archive via the system data (809)15.16.3Reading in an archive in the Program Manager (811)15.16.4Read in archive from system data (812)15.17Setup data (813)15.17.1Backing up setup data (813)15.17.2Reading-in set-up data (815)15.18Recording tools and determining the demand (817)15.18.1Overview (817)15.18.2Opening tool data (818)15.18.3Checking the loading (818)15.19Backing up parameters (820)15.20RS-232-C (823)15.20.1Reading-in and reading-out archives via a serial interface (823)15.20.2Setting V24 in the program manager (825)15.21Multiple clamping (827)15.21.1Multiple clamping (827)15.21.2Program header setting, "Clamping" (828)15.21.3Creating a multiple clamping program (829)16Alarm, error, and system messages (831)16.1Displaying alarms (831)16.2Displaying an alarm log (834)16.3Displaying messages (835)16.4Sorting, alarms, faults and messages (836)16.5Creating screenshots (837)16.6PLC and NC variables (838)16.6.1Displaying and editing PLC and NC variables (838)16.6.2Saving and loading screen forms (842)16.7Version (843)16.7.1Displaying version data (843)16.7.2Save information (844)16.8Logbook (845)16.8.1Displaying and editing the logbook (845)16.8.2Making a logbook entry (846)16.9Remote diagnostics (848)16.9.1Setting remote access (848)16.9.2Permit modem (849)16.9.3Request remote diagnostics (850)16.9.4Exit remote diagnostics (851)17Working with Manual Machine (853)17.1Manual Machine (853)Table of contents17.2Measuring the tool (855)17.3Measuring the workpiece zero (856)17.4Setting the zero offset (857)17.5Set limit stop (858)17.6Simple workpiece machining (859)17.6.1Traversing axes (859)17.6.2Angular milling (860)17.6.3Straight and circular machining (861)17.6.3.1Straight milling (861)17.6.3.2Circular milling (862)17.7More complex machining (864)17.7.1Drilling with Manual Machine (865)17.7.2Milling with Manual Machine (866)17.7.3Contour milling with manual machine (867)17.7.4Turning with manual machine - milling/turning machine (867)17.8Simulation and simultaneous recording (869)18Teaching in a program (871)18.1Overview (871)18.2Select teach in mode (873)18.3Processing a program (874)18.3.1Inserting a block (874)18.3.2Editing a block (874)18.3.3Selecting a block (875)18.3.4Deleting a block (875)18.4Teach sets (877)18.4.1Input parameters for teach-in blocks (878)18.5Settings for teach-in (880)19Ctrl-Energy (881)19.1Functions (881)19.2Ctrl-E analysis (882)19.2.1Displaying energy consumption (882)19.2.2Displaying the energy analyses (883)19.2.3Measuring and saving the energy consumption (884)19.2.4Tracking measurements (885)19.2.5Tracking usage values (885)19.2.6Comparing usage values (886)19.2.7Long-term measurement of the energy consumption (887)19.3Ctrl-E profiles (888)19.3.1Using the energy-saving profile (888)20Easy Message (891)20.1Overview (891)20.2Activating Easy Message (892)Table of contents20.3Creating/editing a user profile (893)20.4Setting-up events (895)20.5Logging an active user on and off (897)20.6Displaying SMS logs (898)20.7Making settings for Easy Message (899)21Easy Extend (901)21.1Overview (901)21.2Enabling a device (902)21.3Activating and deactivating a device (903)21.4Initial commissioning of additional devices (904)22Service Planner (905)22.1Performing and monitoring maintenance tasks (905)23Editing the PLC user program (907)23.1Introduction (907)23.2Displaying and editing PLC properties (908)23.2.1Displaying PLC properties (908)23.2.2Resetting the processing time (908)23.2.3Loading modified PLC user program (908)23.3Displaying and editing PLC and NC variables (910)23.4Displaying and editing PLC signals in the status list (915)23.5View of the program blocks (916)23.5.1Displaying information on the program blocks (916)23.5.2Structure of the user interface (917)23.5.3Control options (918)23.5.4Displaying the program status (919)23.5.5Changing the address display (920)23.5.6Enlarging/reducing the ladder diagram (920)23.5.7Program block (921)23.5.7.1Displaying and editing the program block (921)23.5.7.2Displaying local variable table (922)23.5.7.3Creating a program block (922)23.5.7.4Opening a program block in the window (924)23.5.7.5Displaying/canceling the access protection (924)23.5.7.6Editing block properties subsequently (925)23.5.8Editing a program block (925)23.5.8.1Editing the PLC user program (925)23.5.8.2Editing a program block (926)23.5.8.3Deleting a program block (928)23.5.8.4Inserting and editing networks (928)23.5.8.5Editing network properties (929)23.5.9Displaying the network symbol information table (930)23.6Displaying symbol tables (931)。

google analyze评分标准Google Analyze（谷歌分析）是谷歌推出的一款网站分析工具，可以帮助网站管理员深入了解自己的网站访问者和用户行为。

Google Analyze评分标准涉及多个方面，包括数据准确性、功能全面性、用户友好性、报告灵活性、数据可视化等等。

以下将从这些方面对Google Analyze的评分标准进行详细阐述。

首先，数据准确性是Google Analyze评分的重要因素之一。

作为网站分析工具，数据的准确性对于网站管理员来说至关重要。

Google Analyze通过使用跟踪代码收集数据，确保数据的准确性和完整性。

它能够跟踪访问者的行为，如访问页面、停留时间、页面跳转等等。

同时，Google Analyze还提供了多种报告和过滤选项，使管理员可以根据需要筛选和分析数据，提高数据的准确性。

其次，功能全面性也是Google Analyze评分的重要考量因素之一。

Google Analyze拥有许多功能，如实时数据追踪、转化追踪、多渠道追踪、事件追踪以及受众分析等等。

这些功能能够帮助管理员深入了解访问者的行为和网站的表现，并根据这些数据进行优化。

例如，通过实时数据追踪，管理员可以实时了解当前的网站流量情况，及时做出决策。

而通过转化追踪，管理员可以了解到转化路径的各个环节，找出转化率低的地方并进行优化。

此外，Google Analyze评分还要考量用户友好性。

Google Analyze的用户界面简洁明了，操作简单易懂。

其中的报告、过滤、设置等功能都可以通过直观的界面进行操作，不需要用户过多的技术知识。

此外，Google Analyze还提供了大量的帮助文档和教程，用户只要遇到问题就可以通过这些资源进行查找解决方案。

报告灵活性也是Google Analyze评分的重要考量因素之一。

Google Analyze提供了多种报告选项，用户可以根据需要选择不同的报告类型。

例如，管理员可以选择查看访问者来源的报告，了解网站的流量来源；或者选择设备报告，了解网站在不同设备上的表现。

机器学习中的迁移学习算法评估指标在机器学习领域，迁移学习是指将从一个领域学到的知识应用到另一个相关但略有不同的领域中的技术。

迁移学习算法评估指标是用来评估迁移学习算法性能和效果的指标。

本文将介绍几种常用的迁移学习算法评估指标，并对其进行详细解释。

1. 准确率（Accuracy）准确率是迁移学习算法评估中最常用的指标之一。

它表示分类器被正确分类的样本在总样本中所占的比例。

准确率越高，说明算法在迁移学习任务上的性能越好。

2. 精确率（Precision）与召回率（Recall）精确率和召回率是用来评估二分类问题中的迁移学习算法的指标。

精确率表示被正确分类的正样本在所有被分类为正样本中的比例，召回率表示被正确分类的正样本在所有真实正样本中的比例。

精确率和召回率通常是相互影响的，需要在两者之间进行权衡。

3. F1值F1值是综合考虑精确率和召回率的指标。

它是精确率和召回率的调和平均值，可以有效评估迁移学习算法在处理不平衡数据集时的表现。

F1值越接近1，说明算法性能越好。

4. AUC-ROC（Area Under the Receiver Operating Characteristic Curve）AUC-ROC是用来评估二分类问题中迁移学习算法的指标。

ROC曲线是以真正例率（TPR）为纵轴，以假正例率（FPR）为横轴绘制的曲线。

AUC-ROC值表示ROC曲线下的面积，范围在0到1之间。

AUC-ROC值越接近1，说明算法具有更好的分类性能。

5. 平均准确率（Mean Average Precision）平均准确率是用来评估迁移学习算法在多类别问题中的指标。

它综合了每个类别的准确率，并计算出一个平均值。

平均准确率越高，说明算法对多个类别的分类性能越好。

6. 均方误差（Mean Squared Error）均方误差是用来评估回归问题中的迁移学习算法的指标。

它表示预测值与真实值之间的差异程度。

均方误差越小，说明算法对实际值的预测越准确。