Review of paper 'An Image is Worth More Than 16x16 Patches'

Review of paper 'An Image is Worth More Than 16x16 Patches' and introduction to the pixel transformer.
Chee Yeo
August 30, 2024 machine-learning computer-vision python

Notes on using AWS Textract

Notes on using AWS Textract to process expense data
Chee Yeo
May 22, 2024 aws textract ocr machine-learning computer-vision

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

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

Epoch vs Iteration based training in pytorch

Difference between epoch and iteration based training in pytorch
Chee Yeo
April 1, 2023 machine-learning pytorch

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

Saving Model checkpoint in Tensorflow 2.0 using tf.train.Checkpoint

Saving GAN model checkpoints during training in TF 2.0 using tf.train.Checkpoint
Chee Yeo
January 4, 2022 machine-learning tensorflow tf2.0 gan

Fixing thunderbolt3 on Ubuntu 18.04 LTS for eGPU

Pain-free guide to fixing the issue of thunderbolt3 in Ubuntu 18.04
Chee Yeo
November 23, 2021 machine-learning thunderbolt3 egpu ubuntu 18.04

Guide to training your own object detector using the TFOD API V2

Pain-free guide to using the TFOD API
Chee Yeo
November 3, 2021 machine-learning deep-learning computer-vision tensorflow

Guide to installing CUDA on Ubuntu 18.04 LTS

Pain-free guide to installing CUDA 11
Chee Yeo
October 27, 2021 cuda machine-learning mlops

Machine Learning Model as a service

This article aims to explain and show how to deploy a pretrained model as a service running on AWS lambda
Chee Yeo
March 21, 2021 machine-learning mxnet terraform devops mlops

Testing Machine Learning Projects in Tensorflow 2.0+

Quick guide on how to test your machine learning projects in tensorflow 2.0
Chee Yeo
March 1, 2021 tensorflow-2.0 machine-learning pytest testing

Building / Compiling MXNet errors

Common errors encountered with building MxNet
Chee Yeo
January 12, 2021 mxnet machine-learning

Tensorflow 2.0 - Dataset

Introduction to using tf.data.Dataset
Chee Yeo
April 8, 2020 machine-learning tensorflow dataset

Types of Autoencoders Part 2 - Denoising Autoencoder

Introduction to Denoising Autoencoders
Chee Yeo
March 31, 2020 machine-learning deep-learning autoencoders tensorflow

Types of Autoencoders Part 1

Introduction to types of Autoencoders
Chee Yeo
March 23, 2020 machine-learning deep-learning autoencoders tensorflow

Multi-gpu setup on Ubuntu 18.04

How to create a multi-gpu setup using egpu on Ubuntu 18.04
Chee Yeo
March 13, 2020 egpu ubuntu 18.04 machine-learning

Anomaly detection with Autoencoders

How to perform anomaly detection using Autoencoders
Chee Yeo
March 8, 2020 machine-learning deep-learning autoencoders anomaly-detection