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open-source quad-core camera effortlessly adds powerful machine vision to all your pc, arduino, and raspberry pi projects. get one! get one! about jevois open-source machine vision finally ready for prime-time in all your projects! jevois = video sensor + quad-core cpu + usb video + serial port , all in a tiny, self-contained package (28 cc or 1.7 cubic inches, 17 grams or 0.6 oz). insert a microsd card loaded with the provided open-source computer vision algorithms (including opencv 4.0.0-beta, tensorflow, caffe, darknet, and many others), connect to your desktop, laptop, and/or arduino, and give your projects the sense of sight immediately. intro video from our january 2017 kickstarter 1,375 backers pledged $108,397 to help bring this project to life (216% funded). do you like buzzwords? jevois is the world's smallest tensorflow-enabled deep learning edge ai smart camera for iot, computer vision, home automation and robotics! need powerful computer vision, artificial intelligence, and a deep learning camera for your project? jevois runs deep neural networks that can recognize 1000 different types of objects in real time. watch the video standard camera: captures video sends video to human user human brain interprets what the video contains jevois smart camera: captures video processes video to interpret contents sends interpretation to human, robot, or another computer get one! what can you do with jevois? locate and identify faces or objects locate and identify faces or objects in python recognize 1000 object types in python detect and recognize 1000 object types recognize 1000 objects at up to 83 fps detect and recognize 1000 object types recognize 1000 objects types locate and identify objects in scenes vision example for first robotics 2018 detect attention-grabbing objects find faces and handwritten digits detect roads detect and record surprising events detect and decode qr-codes and barcodes detect augmented reality markers detect and decode aruco tags detect multiple kinds of tags detect objects by keypoint matching track objects by color compute motion flow at 100 hz detect and match salient landmarks find moving objects track pupil and gaze at 120 hz filter video using opengl-es 2.0 morphological processing segment video into super-pixels detect edges at 4 scales simultaneously grab the 3 most salient regions of interest count dice pips fast image filtering using neon record video to microsd dense sift keypoints first robotics object detection aruco tag + color blob tracking your algorithm in python + opencv and more in the full list of bundled machine vision modules -- all are open-source and well documented, to help you learn and develop your own. get one! getting started with jevois get started on jevois start try the new jevois inventor (beta) graphical frontend for jevois -- from zero to a working 90 frames/s aruco tag detector in less than 5 minutes. full python 3.6 + opencv 4.0.0-beta support, including deep learning. want to discover what jevois can do? take the guided tour. try it with your kids! download guided tour latest news -- jevois -- get one! jevois resources back my project -- -- quick start, tutorials, downloads and resources step-by-step instructions to get you going quickly. find out more open access bundled machine vision modules 30+ vision algorithms with full source code to inspire you. find out more open source general introduction and core documentation from concept to c++17 implementation. find out more open source programmer documentation for vision modules open-source, well documented, state-of-the-art -- great for learning. find out more open source community questions & answers we are here to help you. find out more open access jevois on github basic information www.facebook.com/jevoisorg twitter.com/jevoisorg github.com/jevois youtube.com jevois channel website: https://jevoisinc.com (hardware) email: jevois.org@gmail.com location: los angeles, usa latest news aug 3, 2018: jevois 1.10.0 and jevois inventor 0.3.0 released. upgraded to opencv 4.0.0-beta including all contrib and non-free packages, and deep neural networks (dnn) module. new jevois module pyclassificationdnn (programmed in python!) runs squeezzenet to recognize 1000 object types, and can load your own deep nets created with caffe, tensorflow, darknet, torch or onnx. see more details. aug 3, 2018: jevois 1.9.0 released. upgraded to opencv 3.4.2 including all contrib packages and deep neural networks (dnn) module. new jevois modules detectiondnn and pydetectiondnn (programmed in python!) run darknet-yolo v3, mobilenet v2 + ssd, opencv face detection network, and more deep nets created with caffe, tensorflow, darknet or torch. see more details. jul 19, 2018: jevois inventor beta 0.2.0 released. added line numbers to all editors, spinboxes to show/edit values of all slider controls, enhanced camera detection on windows platforms, links to online docs and help. see jevois inventor doc for details. jun 21, 2018: jevois 1.8.1 and jevois inventor beta 0.1.0 released. jevois inventor is a new graphical front-end for jevois which makes programming new machine vision pipelines using full python 3.6 + opencv 3.4 easier than ever before. see jevois inventor doc for details. apr 6, 2018: new lens options available for jevois: noir, 90deg no-distortion, and 120deg fisheye. very limited quantities in stock now. see jevois doc and jevois inc website for details. mar 30, 2018: jevois 1.8.0 released with tensorflow support and more . includes mobile-optimized tensorflow lite, which allows one to run tensorflow deep neural networks on jevois. see tensorflowsingle , tensorflowsaliency , and tensorfloweasy for example modules using compressed mobilenet pre-trained networks that can recognize 1000 different object categories at up to 83 inferences/s on jevois. see more details. feb 21, 2018: jevois 1.7.2 released with support for up to 3 cameras on a single usb bus (using reduced bandwidth for each camera), default drop policy on serial-over-usb port (so that serial messages will not block processing if nobody is listening), and fixed absolute exposure settings. jan 24, 2018: jevois 1.7.1 released with an example of parallel processing in python . have a look at the experimental new module pythonparallel if you are interested in python multi-processing on jevois. jan 18, 2018: jevois 1.7.0 released with opencv 3.4 and more . includes new microsd image and new debian packages for ubuntu 17.10 and 16.04 (ubuntu 17.04 is no longer supported). see more details. jan 11, 2018: jevois 1.6.3 released today includes a new python keypoint-based object detection module as an example of machine vision for the first robotics competition (frc) 2018 power up (sm) challenge, including 6d object pose estimation in python. jan 9, 2018: jevois 1.6.2 released today includes a new python shape-based object detection module which shows how to do full 6d object pose estimation in python. jan 3, 2018: happy new year everyone! jevois 1.6.1 released today includes a new first robotics example vision module which may interest frc teams looking for a programmable vision solution for their robot. see the companion tutorial to get started. dec 11, 2017: fresh from the nips workshop on metalearning, born again neural networks are how one can improve over time the performance of tiny deep neural networks like those we run on jevois! dec 8, 2017: jevois 1.6.0 released. fixed issues with sdk debian packages for ubuntu 16.04, added some workarounds to handle bogus windows 10 requests to the camera, added support for ubuntu 17.10, updated to the latest darknet-nnpack, and more, see more details. oct 24, 2017: new jevois guided tour. an interactive tutorial that takes you through many of the available machine vision modules of jevois in a simple and intuitive way. ideal to try with kids! get it from jevois start oct 19, 2017: jevois and prof. itti selected by arm as one of 10 worldwide for new arm

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