MNN | blazing fast , lightweight deep learning framework | Machine Learning library

 by   alibaba C++ Version: 2.8.3 License: No License

kandi X-RAY | MNN Summary

kandi X-RAY | MNN Summary

MNN is a C++ library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. MNN has no bugs, it has no vulnerabilities and it has medium support. You can download it from GitHub.

MNN is a highly efficient and lightweight deep learning framework. It supports inference and training of deep learning models, and has industry leading performance for inference and training on-device. At present, MNN has been integrated in more than 20 apps of Alibaba Inc, such as Taobao, Tmall, Youku, Dingtalk, Xianyu and etc., covering more than 70 usage scenarios such as live broadcast, short video capture, search recommendation, product searching by image, interactive marketing, equity distribution, security risk control. In addition, MNN is also used on embedded devices, such as IoT.
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              MNN has a medium active ecosystem.
              It has 7690 star(s) with 1544 fork(s). There are 208 watchers for this library.
              There were 4 major release(s) in the last 12 months.
              There are 98 open issues and 1940 have been closed. On average issues are closed in 8 days. There are 28 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of MNN is 2.8.3

            kandi-Quality Quality

              MNN has no bugs reported.

            kandi-Security Security

              MNN has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              MNN does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              MNN releases are available to install and integrate.
              Installation instructions are not available. Examples and code snippets are available.

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            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of MNN
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            MNN Key Features

            No Key Features are available at this moment for MNN.

            MNN Examples and Code Snippets

            Plotly layout Z-axes config
            Lines of Code : 13dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import plotly.graph_objects as go
            import numpy as np
            
            x = np.random.uniform(0, 1, 100)
            y = np.random.uniform(0, 1, 100)
            z = np.random.uniform(0, 1, 100)
            fig1 = go.Figure([
                go.Scatter3d(x=x, y=y, z=z, marker_size=3)
            ])
            fig2 = go.Figure(
            how to find records starting with a particular letter in numpy array
            Lines of Code : 14dot img2License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import numpy as np
            data=np.array(
              [
                ("abcd",111,9666),
                ("atchd",222,6669),
                ("cdef",444,8756)
              ],
              dtype=[
                ("name",str,10),("roll",int),("phone",int)
              ]
            )
            print(data[np.char.startswith(data["name"], 'a')]["name"])
            # ['a
            copy iconCopy
            import altair as alt
            import pandas as pd
            import numpy as np
            
            rng = np.random.RandomState(1)
            
            df = pd.DataFrame({
                'd2_age': rng.normal(40, 10, 100),
                '3_satisfied': rng.randint(1, 11, 100)
            })
            
            alt.Chart(df).transform_bin(
                'd2_age
            adding two three dimensional numpy array:
            Lines of Code : 8dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import numpy as np
            a,b = np.zeros((68,44,13)), np.zeros((68,44,7))
            
            c = np.concatenate([a,b], axis=-1)
            
            c.shape
            (68, 44, 20)
            
            Removing a tick mark made using Pen in a scanned pdf
            Lines of Code : 24dot img5License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import cv2
            import numpy as np
            
            #load the image
            img = cv2.imread("pen_mark.png")
            
            #Threshold the image to a 2-channel black and white image with the text as white and the background as black.
            black_and_white = (img < 128).astype(np.uint8
            Listening for 2 or more microphones using Microsoft speech services
            Lines of Code : 47dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import pyaudio
            import wave
            import numpy as np
            
            p = pyaudio.PyAudio()
            
            # Find out the index of Azure Kinect Microphone Array
            azure_kinect_device_name = "Azure Kinect Microphone Array"
            index = -1
            for i in range(p.get_device_count()):
                pri
            Predicting values using Polynomial/Least Squares Regression
            Lines of Code : 29dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            w = np.linalg.lstsq(poly_features,y, rcond=None)
            y_pred = np.dot(poly_features, w[0])
            
            import pandas as pd
            import numpy as np
            from sklearn.linear_model import LinearRegression
            from sklearn.preprocessing import Polyn
            Add dropdown button to plotly express choropleth map
            Lines of Code : 102dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import pandas as pd
            import numpy as np
            import plotly.express as px
            import plotly.graph_objects as go
            import itertools
            
            # get OWID data
            df = pd.read_csv(
                "https://raw.githubusercontent.com/owid/covid-19-data/master/public/data/latest/ow
            Change Column Value if Value Exists In Another Column
            Lines of Code : 3dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import numpy as np
            df['Column B'] = np.where(df['Column B'].isin(df['Column A'].values),df['Column B'].shift(),df['Column B'])
            
            how to use loc function in pandas to apply exactly exact rows
            Lines of Code : 16dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import numpy as np
            df2 = df.assign(mark=np.where(df['math'].eq(0),
                                          'fail', 'pass'))
            
              student name  math  Eng  Chemical  mark
            0            A     0    0         0  Fail
            1            B  

            Community Discussions

            QUESTION

            Can't get ICU4J working with Saxon HE 10.3
            Asked 2021-Feb-28 at 10:27

            I'm trying to get the internationalisation plugin ICU4J working with Saxon HE 10.3.

            I've got ICU4J on the Classpath, but Saxon HE 10.3 is not using it.

            When formatting a date in a Stylesheet, for example with...

            ...

            ANSWER

            Answered 2021-Feb-28 at 10:27

            QUESTION

            How to set language data with Saxon HE 10.2?
            Asked 2020-Oct-23 at 13:56

            How can I set language data correctly with Saxon HE 10.2? I need the XSLT Processor to output the current date with a month name written out in German, like 21. Oktober 2020. Unfortunately, the processor outputs [Language: en]21. October 2020. Saxon PE gives the desired output out of the box.
            This is my XSLT code:

            ...

            ANSWER

            Answered 2020-Oct-21 at 18:30

            To support German date formats "out of the box", you need Saxon-PE or higher.

            See https://saxonica.com/documentation/index.html#!extensibility/config-extend/localizing/other-numberings

            If you want this with Saxon-HE, you can compile the open source code for class net.sf.saxon.option.local.Numberer_de and register it with the Configuration:

            Source https://stackoverflow.com/questions/64466680

            QUESTION

            r loop/function to find matches from a list
            Asked 2020-Sep-29 at 21:29

            I have a list of sales people in three columns and I want to go down a list I have and:
            a) Where their name appears in any of the three column
            b) their name appears with a Trainee Sales person (these would be people whose name is not in the list)

            ...

            ANSWER

            Answered 2020-Sep-27 at 15:43

            I don't really understand the expected result to be honest since you say you expect SP2 | 1 | 0 but SP2 did not appear in line 1. the following might do what you want... or not.

            Source https://stackoverflow.com/questions/64088986

            QUESTION

            summarise count of options of variables
            Asked 2020-Sep-24 at 11:15

            I have a big data frame of many variables and their options, so I want the count of all variables and their options. for example the data frame below.

            also I have same another data frame and if I want to merge these two data frame, to check if the names of column are same , if not the get the names of different column names.

            Excluding c(uniqueid,name) column the objective is to find if we have any misspelled words with the help of count, or the words have any accent.

            ...

            ANSWER

            Answered 2020-Sep-22 at 10:34

            You could count calculate the length of unique values in an aggregate.

            Source https://stackoverflow.com/questions/64005820

            QUESTION

            How do I grab the text from two different nodes/elements simultaneously as I am iterating in xslt?
            Asked 2020-May-26 at 16:01

            So I have the XML:

            ...

            ANSWER

            Answered 2020-May-26 at 16:01

            Here's a way this could be done. Adapt the layout to what you need.

            Source https://stackoverflow.com/questions/62023627

            QUESTION

            Why sum of symbol size much less than ".text" section size?
            Asked 2020-May-20 at 05:26

            I'm debugging a dynamic shared library in linux, the name of the library is libMNN.so.

            Here is the size of all sections of libMNN.so got by size -A ./libMNN.so :

            ...

            ANSWER

            Answered 2020-May-20 at 05:26

            LibMNN does not export static, internal and inline functions (by setting their visibility to "hidden") so you do not see symbols for them. Some more space is wasted due to symbol alignments and literal pools (which are stored in .text on ARM).

            Source https://stackoverflow.com/questions/61904781

            QUESTION

            How do I pass a session storage value into a text box on page load before a pageload event from codebehind gets fired
            Asked 2020-Apr-20 at 15:31

            I have a Javascript function which stores an Idnumber in localstorage on form1 and retrieves the localstorage data into a textbox on form2 when is loaded.

            Everything works correctly but on the form2 I also have a codebehind which has to select a data from SQL database using the IDnumber in the textbox OnPageload event but it does not work.

            So I realized when from2 is loaded the codebehind (onpageload)event get fired first before the Javascript which suppose to get the Idnumber into the text box. please I am stuck and I don't know what to do again any help would be greatly appreciated.

            The problem is I need the java script to get fired to load the Idnumber into the textbox before the sever side code get fired

            This is my javascript on form1

            ...

            ANSWER

            Answered 2020-Apr-20 at 15:31

            This isn't going to work as the page has to load completely before the JavaScript is displayed so you cannot get the JavaScript to run before the Page On Load Event.

            You could pass the ID to the form 2 in a few different ways:

            • Post the Value and Retrieve via Request.Form on page Load
            • Pass via QueryString once done with Form 1 .. just Direct to Next Form with Querystring value
            • Load the ID to a cookie and pull via Request.Cookies
            • Depending on Data Requirement and display use AJAX / WebAPI / WebMethod and JavaScript to load necessary data after the page has loaded.
            • Use Session State
            • Create public properties in the source page and access the property values in the target page
            • Get control information in the target page from controls in the source page

            Might also want to review for more tips and ideas: Get value from another page

            Source https://stackoverflow.com/questions/61323852

            QUESTION

            Issue using || in my if statement with variable in php (variable unexpected)
            Asked 2020-Apr-13 at 08:49

            I'm sure it's a stupid mistake, but i can not find what is wrong in my code. I have a simple page, where I can choose a test, and then settle it. I wanted that when we arrive on the page, if the variable $testType doesn't exists, we display test's choice. Once we click on the test we want, we are redirected to the same page, with the variable $testType. So we can settle our test. The 2 first tests have the same settle (Only the way to display the test change, what I do on a third page), so once i verified $testType exists, I would like to verify if($testType == "japTofr" || $testType == "frTojap") but it's not working :

            ...

            ANSWER

            Answered 2020-Apr-13 at 08:49

            First clean up your mess by doing this. instead of using if-elseif-else. go with the switch case method.

            Source https://stackoverflow.com/questions/61184230

            QUESTION

            How to convert string to array of object?
            Asked 2020-Mar-18 at 05:18

            I have the following string:

            ...

            ANSWER

            Answered 2020-Mar-18 at 05:15

            You need to replace ' by " and then parse

            Source https://stackoverflow.com/questions/60733746

            QUESTION

            Printing bill with header, body and footer on continuous label using zebra printer [ZPL]
            Asked 2020-Mar-04 at 22:41

            I want to print a bill with header, body and footer on continuous label.

            • The header is OK but the problem in the body and footer.

            • The body has items and more items can be added so the height should increase.

            • The footer come after the body, so how can I define footer's location.

            • Here is the bill

            ZPL Code:

            ...

            ANSWER

            Answered 2020-Mar-04 at 09:29

            You have to calculate the Y position of the footer programmatically depending on the number of items in the body.

            Source https://stackoverflow.com/questions/60521811

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install MNN

            You can download it from GitHub.

            Support

            MNN's docs are in placed in Yuque docs here. MNN Workbench could be downloaded from MNN's homepage, which provides pretrained models, visualized training tools, and one-click deployment of models to devices.
            Find more information at:

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            Install
          • PyPI

            pip install MNN

          • CLONE
          • HTTPS

            https://github.com/alibaba/MNN.git

          • CLI

            gh repo clone alibaba/MNN

          • sshUrl

            git@github.com:alibaba/MNN.git

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