Image Processing with CUDA

סקירה כללית

Apply your CUDA skills to image buffers by processing pixels on the GPU. You will map RGB data to threads, handle boundary conditions, and build a pipeline chaining grayscale conversion and Sobel edge detection.

Finally, you will validate and export results, mastering real-world GPU image manipulation.

סילבוס

• Unit 1: RGB To Grayscale Conversion
Seeing Brightness Correctly
Guarding Every Pixel
Finding Pixels in Memory
Making Space on Gpu
Checking the Final Result
Pixels Into Shades
Scaling Grayscale Images
• Unit 2: Implementing a Blur Filter
Guarding Blur Edges
Threads Into Pixels
Building the Blur Window
Blur Averaging Check
Pixels in Memory
• Unit 3: Image Filter Pipeline
Sharpening the Image Pipeline
Sobel Edge Strength
Keeping the Pipeline Alive
Sobel Neighborhood Pass

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נושאים

Artificial Intelligence