JeVois  1.3
JeVois Smart Embedded Machine Vision Toolkit
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Changes and new features in JeVois 1.1

JeVois 1.1 brings two main new features:

Added support to export the microSD card inside JeVois as a virtual USB flash drive

It was tough and has required quite a bit of Linux kernel hacking and fooling around with our trusty LeCroy USB packet sniffer to get the bugs out, but it seems to be working flawlessly with Windows, Mac, and Linux hosts now. This means that you can now directly edit config files, install new machine vision modules, copy training data for your modules, etc to JeVois without ejecting the microSD card and while JeVois is running. There is no slowing down of the video even when you copy large files to microSD because the video stream is allocated a reserved bandwidth on the USB bus (isochronous).

Here is an example where we browse the JeVois modules on the microSD inside JeVois, accessing it over the USB link, while streaming video at the same time:


However, being able to switch through various vision modules while changing the contents of the microSD poses some potential data consistency issues, hence, for now, we have restricted this to only allowing file access while not streaming video.

Python 3.5 + Python OpenCV 3.2.0 support on host and platform

Great news for all Python enthusiasts: JeVois now supports full python 3.5 including the python bindings to opencv 3.2.0. This means that you can now write machine vision modules for JeVois in Python, using both the API exported by JeVois for handling of camera and USB video frames, and the OpenCV python API. Check out this demo edge detection module written in Python and using the Python OpenCV Canny edge detection function, here working inside the JeVois camera:


86.5fps at 640x480 on the JeVois camera and written in Python? Yes indeed!

Taken together both of these improvements should facilitate rapid development and prototyping on JeVois: Edit a python module directly on the JeVois microSD exported to your host computer as a virtual flash drive, then just select the corresponding video resolution in your video grabbing software to see the results.

We expect this will allow many users to learn OpenCV with Python directly on JeVois.

Install JeVois development kit on Ubuntu using a simple apt-get command

We created Ubuntu packages for the following:

  • jevois-opencv: OpenCV 3.2.0 compiled for host computer with settings that match those used by the JeVois platform hardware. We install this package into /usr/share/jevois-opencv-3.2.0 so that it will not interfere with any other OpenCV install you might have on your host system and that might be required by some other software.
  • jevois-host: JeVois core software compiled for execution on a host computer
  • jevois-platform: JeVois core software cross-compiled for execution on the JeVois platform hardware
  • jevoisbase-host: JeVois base modules compiled for execution on a host computer
  • jevoisbase-platform: JeVois base modules cross-compiled for execution on the JeVois platform hardware
  • jevois-sdk: Compiled bootloaders, root filesystem, and other config files.
  • jevois-sdk-dev: Compiled cross-compilers and cross-compiled libraries for the JeVois platform architecture.

As jevois-sdk-dev brings all the others as dependencies, getting up and running with JeVois development now just means one apt-get install command.

Miscellaneous improvements

  • A few new commands were added to the JeVois command-line interface: sync, date, restart, usbsd
  • jevois::RawImage now contains an extra fps field that can be used by modules to know the frame rate expectation
  • info in the command-line interface now reports the current video mapping
  • Enabled slowing down of framerate to allow increased exposure time when running in low light. Activate it by selecting the shade white balance preset in the JeVois command-line interface: setcam presetwb 9
  • Relocated many JeVois-related files (except boot and core) to the JEVOIS partition so they can be modified live by exporting the microSD over USB.
  • now supports 3 install targets:

    • with no extra argument - install to jvpkg/ directory in the module's source, as before
    • with --staging - install to microSD staging area, for later flashing to microSD
    • with --microsd - install to /media/username/JEVOIS/ which could either be a mounted JeVois microSD, or a live JeVois camera exporting its microSD over USB.

    This should significantly facilitate the development cycle: no need to install/eject the microSD card anymore, just compile and install directly to it while it is in JeVois.

  • New boot options BOOT:serialtty and BOOT:usbserialtty to give a Linux login prompt on the hardware serial or serial-over-USB ports instead of the JeVois console.
  • Reorganized jevoisbase with a separate include directory to facilitate creation of debian packages.