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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
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