EnglishFrenchSpanish

OnWorks favicon

NanoDet-Plus download for Windows

Free download NanoDet-Plus Windows app to run online win Wine in Ubuntu online, Fedora online or Debian online

This is the Windows app named NanoDet-Plus whose latest release can be downloaded as NanoDet-Plusv1.0.0.zip. It can be run online in the free hosting provider OnWorks for workstations.

Download and run online this app named NanoDet-Plus with OnWorks for free.

Follow these instructions in order to run this app:

- 1. Downloaded this application in your PC.

- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.

- 3. Upload this application in such filemanager.

- 4. Start any OS OnWorks online emulator from this website, but better Windows online emulator.

- 5. From the OnWorks Windows OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.

- 6. Download the application and install it.

- 7. Download Wine from your Linux distributions software repositories. Once installed, you can then double-click the app to run them with Wine. You can also try PlayOnLinux, a fancy interface over Wine that will help you install popular Windows programs and games.

Wine is a way to run Windows software on Linux, but with no Windows required. Wine is an open-source Windows compatibility layer that can run Windows programs directly on any Linux desktop. Essentially, Wine is trying to re-implement enough of Windows from scratch so that it can run all those Windows applications without actually needing Windows.

SCREENSHOTS

Ad


NanoDet-Plus


DESCRIPTION

Super fast and high accuracy lightweight anchor-free object detection model. Real-time on mobile devices. NanoDet is a FCOS-style one-stage anchor-free object detection model which using Generalized Focal Loss as classification and regression loss. In NanoDet-Plus, we propose a novel label assignment strategy with a simple assign guidance module (AGM) and a dynamic soft label assigner (DSLA) to solve the optimal label assignment problem in lightweight model training. We also introduce a light feature pyramid called Ghost-PAN to enhance multi-layer feature fusion. These improvements boost previous NanoDet's detection accuracy by 7 mAP on COCO dataset. NanoDet provide multi-backend C++ demo including ncnn, OpenVINO and MNN. There is also an Android demo based on ncnn library. Supports various backends including ncnn, MNN and OpenVINO. Also provide Android demo based on ncnn inference framework.



Features

  • Super lightweight
  • Model file is only 980KB(INT8) or 1.8MB(FP16)
  • Super fast: 97fps(10.23ms) on mobile ARM CPU
  • Up to 34.3 [email protected]:0.95 and still realtime on CPU
  • Much lower GPU memory cost than other models. Batch-size=80 is available on GTX1060 6G
  • Support various backends including ncnn, MNN and OpenVINO. Also provide Android demo based on ncnn inference framework


Programming Language

Python


Categories

Machine Learning, Object Detection Models

This is an application that can also be fetched from https://sourceforge.net/projects/nanodet-plus.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


Free Servers & Workstations

Download Windows & Linux apps

Programming Without Coding Technology
Programming Without Coding Technology
PWCT is not a Wizard for creating your
application in 1 2 3 steps. PWCT is a
general-purpose visual programming
language designed for novice and expert
program...
Download Programming Without Coding Technology
  • 3
    unitedrpms
    unitedrpms
    Join us in Gitter!
    https://gitter.im/unitedrpms-people/Lobby
    Enable the URPMS repository in your
    system -
    https://github.com/UnitedRPMs/unitedrpms.github.io/bl...
    Download unitedrpms
  • 4
    Windows Directory Statistics
    Windows Directory Statistics
    WinDirStat (Windows Directory
    Statistics) is a disk usage statistics
    viewer and cleanup tool for Windows. On
    start up, WinDirStat reads the whole
    directory tree...
    Download Windows Directory Statistics
  • 5
    DS4Windows
    DS4Windows
    DS4Window is an open-source program
    that will allow someone to get the
    experience of using a Playstation 4
    DualShock Controller on a PC by
    emulating a Xbox 360...
    Download DS4Windows
  • 6
    TDM-GCC MinGW Compiler
    TDM-GCC MinGW Compiler
    The most recent stable releases from the
    GCC compiler project, for 32-bit and
    64-bit Windows, cleverly disguised with
    a real installer & updater.
    Features:G...
    Download TDM-GCC MinGW Compiler
  • da...
    Download GeoServer
  • More »
  • Linux commands

    Ad