#Apa itu direct x 1080p#
#Apa itu direct x windows 10#
#Apa itu direct x code#
#Apa itu direct x windows#

MobileNet: Adapted from the ONNX MobileNet model.

Refer to the Python/README.md file for more details. The samples require PyDirectML, an open source Python projection library for DirectML, which can be built and installed to a Python executing environment from Python/src.

#Apa itu direct x code#

This sample contains a complete end-to-end implementation of the model using DirectML, and is able to run in real time on a user-provided video stream.ДirectML Python sample code is available under Python/samples.

yolov4: YOLOv4 is an object detection model capable of recognizing up to 80 different classes of objects in an image.

#Apa itu direct x 1080p#

DirectMLSuperResolution: A sample that uses DirectML to execute a basic super-resolution model to upscale video from 540p to 1080p in real time.

HelloDirectML: A minimal 'hello world' application that executes a single DirectML operator.

See the following sections for more information:ДirectML C++ sample code is available under Samples.

#Apa itu direct x windows#

Microsoft.AI.DirectML on the NuGet GalleryДЇor users, data scientists, and researchersДirectML is built-in as a backend to several frameworks such as Windows ML, ONNX Runtime, and TensorFlow.

#Apa itu direct x windows 10#

The Windows 10 SDK can be downloaded from the Windows Dev Center.The header and library (DirectML.h/DirectML.lib) are available as part of the redistributable NuGet package, and are also included in the Windows 10 SDK version 2 or newer. NVIDIA Kepler (GTX 600 series) and aboveДirectML exposes a native C++ DirectX 12 API.Intel Haswell (4th-gen core) HD Integrated Graphics and above.AMD GCN 1st Gen (Radeon HD 7000 series) and above.Almost all commercially-available graphics cards released in the last several years support DirectX 12. Hardware requirementsДirectML requires a DirectX 12 capable device. Starting with DirectML version 1.4.0, DirectML is also available as a standalone redistributable package (see Microsoft.AI.DirectML), which is useful for applications that wish to use a fixed version of DirectML, or when running on older versions of Windows 10. Getting Started with DirectMLДirectML is distributed as a system component of Windows 10, and is available as part of the Windows 10 operating system (OS) in Windows 10, version 1903 (10.0 Build 18362), and newer. Visit the DirectX Landing Page for more resources for DirectX developers. For users, data scientists, and researchers.

More information about DirectML can be found in Introduction to DirectML. The seamless interoperability of DirectML with Direct3D 12 as well as its low overhead and conformance across hardware makes DirectML ideal for accelerating machine learning when both high performance is desired, and the reliability and predictability of results across hardware is critical. When used standalone, the DirectML API is a low-level DirectX 12 library and is suitable for high-performance, low-latency applications such as frameworks, games, and other real-time applications. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm. The reflected light of the wavelength that was focused on the surface of the measurement object passes through the fiber and the spectroscope in the Controller converts the wavelength to a distance.DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. The height is detected based on the wavelength. This achieves a much more compact design and much greater immunity to noise than triangulation models and or previous confocal models.

There is no needs for a lens drive mechanism or electronic parts in the Sensor Head, even though they were considered to be standard in previous confocal models. The Sensor Head contains the special set of lenses that separates white light into different colors and the Controller contains the white LED light source, and the spectroscope and processor that convert the color of the reflected light to a distance. As a result, only the color of light that is focused on the measurement object is returned, allowing the distance from the Sensor Head to the measurement object to be calculated based on the color of the reflected light. The white light from the LED is focused at different points for each color (i.e., wavelength) due to a special set of lenses in the OCFL module in the Sensor Head.