On using airflow to preprocess vision dataset

An example of using airflow to preprocess computer vision dataset
Chee Yeo
May 19, 2024 airflow machine-learning opencv computer-vision ocr pytorch

Content-based image retrieval using large vision models

Using pretrained large vision models for content based image retrieval
Chee Yeo
January 2, 2024 machine-learning torch opencv dinov2 image-retrieval

OCR pipeline using vision transformer models

Using combination of LVM to create custom OCR pipeline
Chee Yeo
December 29, 2023 machine-learning ocr grounding-dino sam torch opencv

Self-hosted runners and automated Docker build

Running self-hosted runners to build and deploy docker containers from github actions
Chee Yeo
November 6, 2023 computer-vision opencv github-actions self-hosted-runners terraform research

Compiling OpenCV

How to manually compile opencv using nvidia deep learning containers for fun and profit
Chee Yeo
February 9, 2023 docker opencv machine-learning github-actions