Background Given I am working between Linux (development) and Windows (some admin and document work), Windows Subsystem Linux (WSL) have always been my choice. There are situation when the WSL2 stuck, alot of time after a prolong sleep of computer. Even thought a lot of solution finally come down to a…

Background Given I have access to an M1 Mac Mini, I have been looking for ways to run some Large Language Model (LLM) on that as a locally run LLM and test out some idea. So happen I see Ollama, which is a very handy project that allow one running Llama…

Background This is a follow up on previous article: Exploring different LLM as assistant for web/app UX Backgroundmedium.com The previous test was tested on 2023–08–05, I have reviewed the prompt and different LLM response, and make some refinement and see how the updated prompt being better or worse, as well as maybe there are some changes in the LLM themselves. Short recap of the test …

Background I am facing a lot of web and app that provide poor UX, especially they are difficult to be used for those who are not familiar with using web/app (e.g. elderly like my mum who don’t even get familiar with usual web/app navigation or what icons they represent) There have…

Background While haven’t logging in to the VM that host my local Kind Kubernetes cluster, I got an error connecting my cluster through kubectl, which is pretty weird for me. The error I got is as follow: The Discovery The first fews thing in my mind would be checking if the kubernetes node…

Intention The intention of this article is NOT to walk through in steps the steps manner, but focus on the gotchas I faced and an unexpected performance result. Setup I have a conda environment that have most required package installed, and the most important one is upgrade to PyTorch 2.0.1 (I tried…

Background I have had 2 different object detection projects on hand lately, and the manual annotation of data from scratch have been a frustrating task One platform I used is the website MakeSense, that’s a very good project that the image annotation is run on browser directly. The problem of such…

Background Given the previous experience on using YOLOv8 on Android through converting it from ONNX exported => Tensroflow => Tensorflow Lite (plus the realization on ditching tflite support object detection API and use plaint interpretor), there are following items that I am wondering if directly using PyTorch mobile would be a…

Background In my previous article, I have been working on converting the Ultralytics YOLOv8 nano model into ONNX model with adding of non max suppression (NMS)operation, by “stitching” a ONNX NMS graph node in the original YOLOv8 nano converted model, plus adding another PyTorch model that particularly transform the “selected indices”…