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.

Notes on using AWS Textract

Notes on using AWS Textract to process expense data

On using airflow to preprocess vision dataset

An example of using airflow to preprocess computer vision dataset

Content-based image retrieval using large vision models

Using pretrained large vision models for content based image retrieval

OCR pipeline using vision transformer models

Using combination of LVM to create custom OCR pipeline

Learning about Transformers with semantic segmentation

Learning about transformers by training a segformer model

Epoch vs Iteration based training in pytorch

Difference between epoch and iteration based training in pytorch

Compiling OpenCV

How to manually compile opencv using nvidia deep learning containers for fun and profit

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

Fixing thunderbolt3 on Ubuntu 18.04 LTS for eGPU

Pain-free guide to fixing the issue of thunderbolt3 in Ubuntu 18.04

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

Pain-free guide to using the TFOD API

Guide to installing CUDA on Ubuntu 18.04 LTS

Pain-free guide to installing CUDA 11

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

Testing Machine Learning Projects in Tensorflow 2.0+

Quick guide on how to test your machine learning projects in tensorflow 2.0

Building / Compiling MXNet errors

Common errors encountered with building MxNet

Tensorflow 2.0 - Dataset

Introduction to using tf.data.Dataset

Types of Autoencoders Part 2 - Denoising Autoencoder

Introduction to Denoising Autoencoders

Types of Autoencoders Part 1

Introduction to types of Autoencoders

Multi-gpu setup on Ubuntu 18.04

How to create a multi-gpu setup using egpu on Ubuntu 18.04

Anomaly detection with Autoencoders

How to perform anomaly detection using Autoencoders