ai-server
(Work in progress)
Goal
I have been developing AR applications these days. In some cases, a combination of AR and AI seems to be suitable for work automation.
In this project, I develop image processing argorithms (incl. AI) for AR applications.
[AR app (based on Unity AR Foundation)]-----image---->[AI server]
Construction material recognition on PyTorch
I have been using OpenCV and Tensorflow Lite on Android for some projects at work. But, this time I want to run AI on my PC, with my custom datasets.
This project uses Detecto (based on PyTorch) and its colab demo for both training custom datasets and inferencing.
PTH file for outlet recognition trained with my custome datasets.
Here is a notebook of object detection test script with the PTH file. Object detection (Jupyter Notebook)
Scratch detection with Sobel filter
Scratch detection (Jupyter Notebook)