How AI Coding Assistants Made Me a Better Software Architect
December is a great time for reflection on the past year — and what a year it has been. I […]
Uncategorized
ONNX
Build onnx runtime for Windows
https://onnxruntime.ai/docs/build/inferencing.html Choose a temporary build directory such as : D:\workspace\onnx_build. Choose a workspace and cd to the workspace then clone
Image Processing, NVIDIA Jetson, tensorflow
Porting a Keras trained model to Jetson Xavier
I have been training resnet models on my Windows desktop machine with big GPUs. Now I need to deploy these
Cuda, Image Processing, NVIDIA Jetson
NVIDIA 2D Image and Signal Performance Primitives (NPP)
Based on the lack of examples and discussion in the forums, I assume the NPP are under-utilized and under-appreciated. Since
Cuda
Calling Cuda functions from C#
This is a demonstration of creating a C# wrapper for a Cuda function. The example Cuda function is ‘invertImageCuda()’ and
Image Processing, Numpy, tensorflow
create tensorflow data set from a list of numpy images
It took me a while to figure out the most optimal way to do this, so I thought I would
Cuda
Example implementation of nppiResize_32f_C1R_Ctx()
Project Source Code The project source can be found here: https://github.com/daviddrell/image_proc_samples The project structure is Visual Studio 2019 with Cuda
NVIDIA Jetson
Save Framos IMX 253 images as Jpeg on NVIDIA Jetson
I was recently working on a demonstration of a Framos IMX 253 mono-chrome camera with a 12-bit sensor supported on
Numpy
Fun numpy things
Diff two images Count pixels that exactly match between two images Count prediction pixels that do not match truth-mask pixels
Numpy
So what is numpy Matrix Multiplication?
What is the product of two matrices? What is the dot product of two matrices? What is the multiplication of