Large Language Models showed that they could actually perform extremely well on tasks with input data that they did not see during training. This is called zero-shot learning, and it is a very inte...

GPT is the Transformer based model that is proposed by OpenAI. In this post, let’s take a look at the GPT variant models. GPT OpenAI GPT model was proposed in Improving Language Understanding by ...

As you could see in it’s name, the BERT [1] is a Transformer-based model that is for language representation. Basically, it pretrained with unlabeled language data, and fine-tuning with downstream...

ChatGPT, GPT-3, BERT, and other models have been developed using the attention mechanism. The attention mechanism is a mechanism that allows the model to focus on the important parts of the input d...

MLOps stands for Machine Learning Operations. MLOps is a core function of Machine Learning engineering, focused on streamlining the process of taking machine learning models to production, and then...

You only look once (YOLO) is an object detection system targeted for real-time processing. Table of Contents How YOLO works YOLOv2 YOLOv3 Do we need to keep doing research about CV YOL...

Object detection is the task of detecting instances of objects of a certain class within an image. Basically, it is possible to say that: "Object Detection = Multi-labeled Classification + Boundi...

The CNN, which stands for Convolutional Neural Network, is a class of deep neural networks, most commonly applied to analyzing visual imagery. Table of Contents Origin of CNN Architecture of...

This post is to show Markdown syntax rendering on Chirpy, you can also use it as an example of writing. Choosing a suitable platform for writing blogs is always important. I have been using WordP...