94
Figure 8-5 shows the given input image and output image of
the CNN operation on GPU
and Fig 8-6 shows the output image of the CNN operation on CPU.
Figure
8-5: (a) Input image for CNN (b) Output image of CNN on GPU
Figure
8-6: Output of CNN on CPU after applying enhancement template
8.7
Conclusion
In this work we propose a new model for image processing that can be executed in parallel
and faster. We implement this model with OpenCL framework along with OpenCV. The
concept of DT-CNN on the GPU makes the execution of the image processing task faster.
The concept of high performance computing is achieved with the designed model. Till now
the discussion goes on with the surrounding knowledge of the designed model. In the
