RMNet | Efficient Regional Memory Network for Video Object | Machine Learning library

 by   hzxie Python Version: Current License: MIT

kandi X-RAY | RMNet Summary

kandi X-RAY | RMNet Summary

RMNet is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. RMNet has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

This repository contains the source code for the paper Efficient Regional Memory Network for Video Object Segmentation.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              RMNet has a low active ecosystem.
              It has 36 star(s) with 6 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 9 have been closed. On average issues are closed in 0 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of RMNet is current.

            kandi-Quality Quality

              RMNet has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              RMNet is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              RMNet releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed RMNet and discovered the below as its top functions. This is intended to give you an instant insight into RMNet implemented functionality, and help decide if they suit your requirements.
            • Train the network
            • Updates the sum
            • Wrapper for torch variable
            • Return the average value of the histogram
            • Calculate the objective function
            • Recognize a frame
            • Warp the image
            • Gets the att map for the given filter
            • Create inference network
            • Runs test on the GPU
            • Compute the gradient of the loss function
            • Calculate the mean of a list
            • Calculate the Jacobian of the Voronoi algorithm
            • Flatten two tensors
            • Parse command line arguments
            • Download checkpoints from remote server
            • Calculate the value of the objective function
            • Add metrics to the summary writer
            • Return a Dataset
            • Calculate the f mean of the pred and gt
            • Evaluate the forward flow
            • Get a dataset
            • Calculate the jaccard mean
            • Return image data from file
            • Get a list of all networks
            • Returns the next checkpoint from the test set
            Get all kandi verified functions for this library.

            RMNet Key Features

            No Key Features are available at this moment for RMNet.

            RMNet Examples and Code Snippets

            No Code Snippets are available at this moment for RMNet.

            Community Discussions

            QUESTION

            The default route is not added by rmnet interface when the WiFi interfaces are UP
            Asked 2021-Jan-21 at 07:42

            I'm developing a router, that uses a sim-card for the WAN connection. When the rmnet interface is up and WiFi interfaces are down, the default route is created successfully:

            ...

            ANSWER

            Answered 2021-Jan-21 at 07:42

            I found out the problem. It is in WiFi configuration. I have WPS enabled by default on every WiFi interface. That affects in some way the rmnet interfaces (or routing tables). However, if WPS is disabled by default the default route is created successfully. I will continue investigation.

            Source https://stackoverflow.com/questions/65787120

            QUESTION

            Meaning of network interface rmnet_ipa0
            Asked 2019-Oct-11 at 03:09

            When I run adb shell, ifconfig on my android device, I get a list of network interfaces. While this answer covers most of the interface names, I am left wondering what rmnet_ipa0 might stand for.

            lo usually stands for the loopback interface (localhost)

            wlan usually stands for a wireless networking interface

            rmnet interfaces are usually associated with cellular connections and usb tethering

            sit interfaces are associated with tunneling IPv6 over IPv4

            p2p interfaces are usually associated with peer-to-peer connections (perhaps your Android device's WiFi Direct support?)

            dummy interfaces provide special aliases for the loopback interface

            I believe that usb-thethering would usually be something like rmnet_usb0, and my phone's mobile data connection would probably be rmnet_data0, so what is that rmnet_ipa0?.

            The whole output of ifconfig is

            ...

            ANSWER

            Answered 2019-Oct-11 at 03:09

            To expand on previous answer... SoC stands for "System on Chip". More than just your device's CPU, it is your device. Save the peripherals (CMOS/camera sensor, display, speakers, mic, etc.), the SoC is literally the entire system on a board (usually not on a single silicon chip, although the CPU and GPU are often), it contains the GPU, CPU, IPC (image processor), WIFI modem, Cellular modem(s), CMOS, data processor for camera, and more, depending on device, like specialized VR processing units, GPU independent varying precision arithmetic units, AI acceleration units, etc.). Think of the SoC as an all in one motherboard on a PC- CPU, GPU, most peripheral (akin to PCI(e) cards) devices are pre-integrated into the chip in order to reduce size, improve electrical efficiency and ease mass production flow.

            As for IPA, an IP accelerator would be a physical interface (a special processing unit) on the SoC, so it would not put less strain on the SoC per , but rather use a dedicated chip on the system board to handle IP traffic. So the load would not need be burdened by the CPU. This is similar to "hardware offload" on desktop/laptop modems (WiFi, ethernet, etc.) cards. Except in the latter case, the specialized processor for handling then would be a part of the modem card, not on the system.

            Note that a net effect would be the SoC doing less work, as the IPA is more efficient at IP packet processing than the CPU unit, since it is specialized for the task.

            Source https://stackoverflow.com/questions/47488435

            QUESTION

            on boot my android phone init .sh script run but not fully
            Asked 2018-Jan-16 at 12:18

            Stack!

            This my first question on this, so don't be too hard with me.

            I want to run my own .sh script file on boot my android. To get this I rebuild kernel image and before that I add to init.rc file my own service which start after boot complete trigger:

            ...

            ANSWER

            Answered 2018-Jan-16 at 12:18

            Problem solved!

            SELinux blocked iptables in boot.

            Source https://stackoverflow.com/questions/48190078

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

            Vulnerabilities

            No vulnerabilities reported

            Install RMNet

            To train RMNet, you can simply use the following command:.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/hzxie/RMNet.git

          • CLI

            gh repo clone hzxie/RMNet

          • sshUrl

            git@github.com:hzxie/RMNet.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link