Category Archives: Rmnet intel

Rmnet intel

This demo is an application that alerts you through direct text message when someone enters a restricted area or someone who is not in the system being detected.


This demo is running on Up Squared computer with Neural compute stick 2. Business use cases: Access Control, Smart home, Intruder detector. This demo can be applied in different places. In school, every student has their pictures in the system, and this can be used as ID identifier and Access control to reduce waiting lines and increase security level.


For smart home, you can register your family members in the system with pictures, and then if the camera detect stranger beside your door, it will send a text message directly to the user. In factories, this can be used as intruder detection, where supervisor will be alert when someone enters the restricted area.

The original code is for smart classroom, and I implement some functions based on the original demo. It can detect faces and tell if the person is in the system by using face re-identification model. I used libcurl to connect to one SMSGateway, and send the text message to user's phone immediately as an alert when necessary. Still working on creating user interface and adding two-way message system to make it more interactive.

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Login to continue This action requires you to be logged in. Log In.Jump to navigation. AI impacts every aspect of our daily lives and is expected to be the next computing wave to transform the way businesses operate.

AI, by nature, is processor-intensive and complex. In response to the processor-intensive nature of AI, Intel provides an FPGA hardware-acceleration solution that can handle challenging deep learning models at unprecedented levels of performance and flexibility.

Note: You must follow all instructions in this guide before you can use the sample applications. The add-in card communicates with the host system through the PCIe interface.

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PCIe Interface Card. PCIe Card Layout. PCIe Card Connectors. PCIe Card Dimensions. You use the Inference Engine to apply the model to your applications, including classification, object detection, feature segmentation, and security surveillance. The IR files generated by the Model Optimizer consist of a topology file and a pretrained weight file that are loaded into the Inference Engine runtime.

How the Model Optimizer Works. It is a cross-platform command-line tool that facilitates the transition of your trained model from the training environment to CNN deployment. The tool supports pre-trained Caffe models and provides a flexible extension mechanism for processing custom layers. Later in this document, you will use the Model Optimizer to prepare your pre-trained Caffe model for the Inference Engine. The Inference Engine is also a cross-platform command-line tool.

The Inference Engine executes different layers on different target platforms. It uses a unified API to work on IR files and optimize inference with application logic to deploy deep learning solutions. The core library has the following APIs:. The base installation is complete. Continue to the next section to set the environment variables.

As an option, use your preferred method to permanently set the variables.XDA Developers was founded by developers, for developers. It is now a valuable resource for people who want to make the most of their mobile devices, from customizing the look and feel to adding new functionality.

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What is rmnet and ppp ???

Hosted by Leaseweb. Thread Search. ColorOS 7. LineageOS Realme 6 Pro Review: A well-rounded affordable smartphone with a few premium features March 29, Thanks Meter : 1. Thread Deleted Email Thread Page 1 of 2 1 2. Thanks Meter : Join Date: Joined: Feb OP Senior Member. Join Date: Joined: Aug Im a noob so can you please explain as if you are teaching a 10year old. Senior Member. Thanks Meter : 5. Join Date: Joined: Sep Join Date: Joined: Mar RmNet provides for improved throughput via the Thin Layer Protocol TLP and allows for Quality of Service flow control, which is necessary for a quality end-user experience in today's mobile network But if you don't know, then it really does not matter to you.

RMNet and PPP both have their problems right now as far as which is used for data connection on a ported android build. Thanks Meter : 0. Join Date: Joined: Jun I was reading the documentation of pre-trained models and found RMNet as a very common model.

I looked for information about this model in internet but couldn't find anything. I was guessing it is a model based on Mobile net but I'm not sure. Can anybody give a hand with this please?

rmnet intel

Thanks in advance. RMNet is custom backbone designed for the fast but still accurate inference. From the first one we get the idea to use residual blocks. In our case the residual block consists of the sequence of convolutions with spatial resolutions 1x1, 3x3, 1x1, Elu activation function and skip connection.

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To speed up the computations we also use the depth-wise convolutions like in MobileNet instead of default 3x3 conv. Finally, the maximal number of channels is limited to It allows us to increase the depth of network to be close to ResNet by the receptive filed.

Thanks for the brief explanation. Do you happen to have any papers regarding RMNet for a more detailed reading on it? Skip to main content. Ruiz Ruiz, Ana.

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rmnet intel

Leave a Comment Please sign in to add a comment. Not a member?It features four cores and supports Hyper-Threading Technology that enables the operation not with four currents as the majority of contemporary 4-core CPUs do but with eight currents.

rmnet intel

TidyPanel helps you clean up your notification panel November 6, As it was publicized earlier this year, a new generation of Intel Haswell processors will be launched in spring By jackMember on 7th SeptemberDid you resolve it yet? Change this setting to automatic and it should help. Still, the latter are of great demand among computer enthusiasts. One of the major technological peculiarities pertained to a new model is the implementation of a unique two-slot IceQ cooler that involves an aluminum heatsink, four copper heat pipes and low-noise powerful fan.

What is more, the model runs under the updated version of Windows 8. Any other third-party products, brands or trademarks listed above are the sole property of their mobilr owner. The release is planned for April Android Apps and Games. It is now a valuable resource for people who want to make the most of their mobile devices, from customizing the look and feel to adding new functionality.

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Post Reply Subscribe to Thread. Android Wear Software and Hacking General. Adapetr always says installing driver, but can never succeed. The box contains the cooler itself and a set of key components, featuring a universal backplate, a set of screws, a screwer, fan frames, and brand thermal compound — Thermalright The ChillFactor III. I get the same thing but the NV backup appears to work fine? Coolers consist of the big water unit with the inbuilt pump, pipes made out of fluorated ethylene-propylene copolymer in braided cable, the aluminum heat sink and fans with a high static pressure rate up to 3.

Turned on Windows update, still no luck. Vertical control buttons are located on the right …. This chip houses current processors which are designed under an advanced Graphics Core Next architecture.

This model is characterized by some outstanding efficiency and noise level showings, as well as high compatibility with diverse platforms. The models with mm and mm heat sinks were the first to be released. As claimed by the manufacturer, the integrated cooling system exceeds the cooler applied in the reference model in terms of heat dissipation power and noise.

Razer Phone 2 forums are now open October 27, The display is dull and void of loud dirtying. The card takes a modified graphics adapter from AMD and is based on Tahiti PRO chip, developed according to 28 nm technological process. XDA Developers was founded by developers, for developers. Will try turning on Windows update tonite and see if it works. The prototype of the cooler codenamed Thermalright Archon SB-E was announced last spring and its original version has reached the market this autumn.

Accelerate Video Decode with Intel Integrated GPU - OpenVINO™ toolkit - Ep. 55 - Intel Software

Framework The implemented heatsink accommodates ….A partial RNDIS specification is available from Microsoft, but Windows implementations have been observed to issue requests not included in that specification, and to have undocumented constraints.

The protocol is tightly coupled to Microsoft's programming interfaces and models, most notably the Network Driver Interface Specification NDISwhich are alien to operating systems other than Windows. For example, most Samsung smartphones have the capability and use RNDIS over USB to operate as an virtual Ethernet card that will connect the host PC to the mobile or Wi-Fi network in use by the phone, effectively working as a mobile broadband modem or a wireless cardfor mobile hotspot tethering.

From Wikipedia, the free encyclopedia. It has been suggested that this article be merged into Ethernet over USB. Discuss Proposed since November This article needs additional citations for verification.

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Views Read Edit View history. By using this site, you agree to the Terms of Use and Privacy Policy.XDA Developers was founded by developers, for developers. It is now a valuable resource for people who want to make the most of their mobile devices, from customizing the look and feel to adding new functionality.

Are you a developer? Terms of Service. Hosted by Leaseweb. TonyCubed Sep Mnemoch Sep Suggested Apps. Navigation Gestures Customizable gesture control for any Android device.

XDA Labs Labs is an independent app store that gives developers full control over their work. Substratum The ultimate, most complete theming solution for Android. XDA Feed The best way to get cutting edge news about your device! Thanks Meter : So, the titel speaks for itself, i meet these abrevations often and it seems that PPP whatever it is causes problems with freezes, SODs network problems etc, so i just wanted to know what are these.

Brecon Beacons. Join Date: Joined: Jan Junior Member. Thanks Meter : 1.

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Join Date: Joined: Mar As much as this should probably be in the general section I would love to know this as well, as downloading builds now is so confusing, and many of the builds now dont give me a data connection, and i have a feeling it's down to this. Senior Member. Join Date: Joined: Apr I think PPP is the default for 3G connection and RMNET is used as an Alternative that solves many freezes and connection problems but i'm not sure of the technical differences between the 2.

Join Date: Joined: Nov Obviously you guys aren't too familiar with the concept of searching for an answer The main difference is that the PPP versions provide MUCH faster Access to the internet as fewer data packets are lost but unfortunately there are increased chances of screen freezes for many users Sent via the XDA Tapatalk App. Join Date: Joined: Aug Join Date: Joined: Feb I'm not an expert on this but, RMNet is the default interface Android uses connect you to data, internet, calls, etc.

When porting Android to the HD2 it did just that however is seemed to be somewhat broken.