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

Using the Command design pattern

Using the Command design pattern in refactoring python code
Chee Yeo
November 28, 2023 python design-pattern command

Using the Strategy design pattern

Using the Strategy design pattern in refactoring python code
Chee Yeo
November 21, 2023 python design-pattern strategy

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

Learning about Transformers with semantic segmentation

Learning about transformers by training a segformer model
Chee Yeo
July 1, 2023 machine-learning python pytorch google-colab segformer transformer