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menoh-yolo

0.1.0 • Public • Published

menoh-yolo

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Object classification using YOLO v2 powered by Menoh.

This module is made on top of npm module, menoh, which is a wrapper of Menoh (C/C++) core. The modules supports both command line interface and API.

Requirements

You must have the following libraries installed in advance.

  • MKL_DNN Library (0.14 or later)
  • Protocol Buffers (2.6.1 or later)
  • Menoh (core (1.1.1 or later)

See Building Menoh for more details.

Installation (command line use)

npm install -g menoh-yolo

Usage

$ menoh-yolo --help
Usage: menoh-yolo [options]

Options:
  -v, --version            Output the version number
  -i, --input <pathname>   Input file path.
  -o, --output <pathname>  Output file path.
  -s, --score <number>     Score threshold (0, 1.0] (defaults to 0.4)
  -x, --overlap <number>   Overlap threshold (0, 1.0] (defaults to 0.5)
  -b, --browse             Show output image with default viewer.
  -h, --help               Output usage information

Example

$ menoh-yolo -i ./dog.jpg -b

When you use the CLI for the first time, it automatically downloads ONNX file and a configuration file into $HOME/.menoh-yolo/.

By giving -b option, it will open up a viewer to show the output result like below:

Alt text

API

(TODO)

See ./bin/cli.js as an example.

Install

npm i menoh-yolo

DownloadsWeekly Downloads

1

Version

0.1.0

License

MIT

Unpacked Size

24.1 kB

Total Files

9

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