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ARM Guide to OpenCL Optimizing Convolution: General Optimization Guidelines

This chapter describes describes some general concepts to consider when optimizing kernels. Description ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:29 - 0 comments

ARM Guide to OpenCL Optimizing Convolution: Algorithm Variations

This chapter describes variations to the algorithm for 3 x 3 convolution matrices to create an algorithm for 5 x 5 convolution matrices. ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:29 - 0 comments

ARM Guide to OpenCL Optimizing Convolution: Fully Optimized Performance for Different Convolution Matrices

This chapter describes the performance of some common 3 x 3 convolution matrices using the fully optimized code. ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:29 - 0 comments

ARM Guide to OpenCL Optimizing Convolution: Conclusion of the Optimization Process

This chapter describes the conclusions from the optimization process. Description:  ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:29 - 0 comments

ARM Guide to OpenCL Optimizing Convolution: The Test Environment

This chapter describes the requirements needed to run this sample and the example hardware that produces the results in this guide. ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:29 - 0 comments

ARM Guide to OpenCL Optimizing Convolution: The Test Method

This chapter describes how to re-use the code from this sample, the limitations of the test method, and a method of analyzing the results. ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:29 - 0 comments

Optimizing Computer Vision Applications Using OpenCL and GPUs

The substantial parallel processing resources in modern GPUs makes them a natural choice for implementing vision-processing functions. ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:29 - 0 comments

ARM Guide to OpenCL Optimizing Canny Edge Detection: Introduction

Canny edge detection is a popular, tunable algorithm that extracts high-quality edges from images. Desc ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:26 - 0 comments

ARM Guide to OpenCL Optimizing Canny Edge Detection: Theory

This chapter describes the theory of Canny edge detection. Description:  ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:26 - 0 comments

ARM Guide to OpenCL Optimizing Canny Edge Detection: Implementation

This chapter describes an example implementation of Canny edge detection. Description:  ...

Embedded Vision Academy - Brian Dipert - 2019-02-02 12:26 - 0 comments