如何在QNAP NAS 上快速使用 Intel OpenVINO ? OpenVINO 是 Intel 推出針對 AI (inference) 的軟體工具， Intel OpenVINO https://software.intel.com/en-us/openvino-toolkit Develop applications and solutions that emulate human vision with the Intel® Distribution of OpenVINO™ toolkit. Based on convolutional neural networks (CNN), the toolkit extends workloads across Intel® hardware (including accelerators) and maximizes performance. Enables CNN-based deep learning inference at the edge Supports heterogeneous execution across computer vision accelerators—CPU, GPU, Intel® Movidius™ Neural Compute Stick, and FPGA—using a common API Speeds up time to market via a library of functions and preoptimized kernels Includes optimized calls for OpenCV and OpenVX*
Inference Engine samples load input images in BGR channels order. But the model may be trained on images loaded with the RGB channels order. In this case, inference results using the Inference Engine samples will be incorrect. The solution is to provide --reverse_input_channels command-line parameter. Then the Model Optimizer performs first convolution or other channel dependent operation weights modification so these operations output will be like the image is passed with RGB channels order.
What is OTA ? 網路上 ota 的定義 禦宅原指熱衷及博精於動畫、漫畫及電腦遊戲（ACG）的人，而現在一般泛指熱衷於次文化，並對該文化有極 ... 詳見 zh.wikipedia.org/wiki/OTA - 的定義 但是現在要知道的是 : OTA definition (Phone Arena) Over The Air - Standard used for transfer of information between device and wireless network. Usually it is used to upload new software to mobile phones, or download/upload content (such as ringtones, pictures). -- OTA (Over-The-Air) Any kind of event, transfer, or transaction that takes place wirelessly using the cellular network, as opposed to using a cable or other local connection. Usually used in reference to downloading or uploading content or software. Examples include updating phone settings or software, downloading a new ringtone, or uploading a photo. The term OTA is sometimes used to describe the ability to update phone firmware over the network, which is technically known as FOTA: -- 網路上有關Android OTA的討論 How firmware update and Application update work through OTA work? how to implement OTA service ? 重要參考文章之...
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