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Deep Learning “Stack”

Deep Learning “Stack”

In this article I’m going to go through a concept of a “stack” used in Deep Learning. By “stack” AI practitioners mean a set of web…
Go to the profile of Maxim Syomushkin
Maxim Syomushkin
Mar 8, 2021
Gradient Descent in Machine Learning

Gradient Descent in Machine Learning

The objective of Gradient Descent
Go to the profile of Seth Larweh Kodjiku
Seth Larweh Kodjiku
Nov 9, 2020
Perplexity and accuracy in classification

Perplexity and accuracy in classification

Perplexity is a metric used essentially for language models. But since it is defined as the exponential of the model’s cross entropy, why…
Go to the profile of yvesborenstein
yvesborenstein
Feb 1, 2021
Go to the profile of Inara Koppert-Anisimova
Inara Koppert-Anisimova
Jul 28, 2022

Elections Decentralized Autonomous Organization prototyping

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Go to the profile of Inara Koppert-Anisimova
Inara Koppert-Anisimova
Jul 19, 2022

The Big Battle for the Metaverse space

Some time ago, when Facebook announced a switch to Meta, many of us didn’t really know what…

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1 response
Go to the profile of Janike Kotze
Janike Kotze
Jul 11, 2022

AI in Copywriting

Before we talk about unpack AI and my first project for unpackAI101, let’s first look at what it takes to write a blog.

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Go to the profile of Gerald Nhanga
Gerald Nhanga
Jul 4, 2022

Banana Grading and Sorting using Computer Vision.

Importance of Automation

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Go to the profile of EJ
EJ
Jul 2, 2022

AI-powered Expert Network… What does this mean?

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Go to the profile of Inara Koppert-Anisimova
Inara Koppert-Anisimova
Jun 28, 2022

Blockchain essentials in 3 minute read

Nowadays we keep on hearing about blockchain and that it’s an evolving and rapidly spreading…

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1 response
Go to the profile of James Cavanagh
James Cavanagh
Sep 18, 2021

Common Data Cleansing Problems and Approaches for Image Classification Models

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Go to the profile of James Cavanagh
James Cavanagh
Sep 18, 2021

AI Asks: Does what Happen in Vegas Really Stay in Vegas?

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Go to the profile of Kelly Pang
Kelly Pang
Aug 27, 2021

Chest X-ray Pneumonia Predictor with fastai

A couple of years ago I was involved in a project, as a project manager, at a…

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Go to the profile of Roman Derstuganov
Roman Derstuganov
Aug 25, 2021

Gesture Classifier Model

Gesture Classifier Model

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Go to the profile of Adeboye Awomuti
Adeboye Awomuti
Aug 24, 2021

Image Classification Model Using FastAI and Google Colab….

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2 responses
Go to the profile of Thachkul H
Thachkul H
Aug 24, 2021

Face Recognition Model

The objective of this “Face Recognition Model” is to distinguish faces of…

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Go to the profile of Karoly Szalai
Karoly Szalai
Aug 23, 2021

Classification of fiber production defects

As the final project of my deep learning bootcamp with unpackAI, I wanted to choose a…

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Go to the profile of Lenis Meriño
Lenis Meriño
Aug 12, 2021

Training an image classifier for common car types using Google Colab and Fastai

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Go to the profile of Juwitasan
Juwitasan
Aug 4, 2021

My first AI project: Building an amphibian classifier model using fast.ai

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1 response
Go to the profile of Hila Ren
Hila Ren
Aug 4, 2021

Can fastai vision model be used to predict the popularity of your Instagram posts?

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Go to the profile of Mimia
Mimia
Aug 4, 2021

Painting Classification Model

The objective of the Painting Classification Model is to recognize the concept of the painting based on a…

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Go to the profile of Dominic Dalida
Dominic Dalida
Aug 3, 2021

My First AI Project

The objective of this Wine Color Recognition project is to create a simple machine learning model using fastai platform to…

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Go to the profile of Nicholas Ternouth
Nicholas Ternouth
Aug 3, 2021

Insect Classifier Model

Objective

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Go to the profile of Oluwole Olalekan Solomon
Oluwole Olalekan Solomon
Aug 2, 2021

ANIMAL CLASSIFICATION USING FAST-AI

Fastai is a deep learning library built on PyTorch, that operates based on transfer learning…

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Go to the profile of Kahahah
Kahahah
Aug 2, 2021

Facial Recognition Model

While going through the UnpackAI Deep Learning boot camp, I have decided to create a classifier of faces as my main…

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Go to the profile of Aravinda 加阳
Aravinda 加阳
Jun 23, 2021

How to use Kaggle datasets in Google Colab?

A quick guide to use Kaggle datasets inside Google Colab

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Go to the profile of James Cavanagh
James Cavanagh
Jun 15, 2021

Code on Tensors Representing Images

To learn about a tensor, we are going to first go through a definition of what it is, the benefits of a tensor for parallel processing, and finally some other points on the rules of linear algebra which relate to what is called broadcasting. We will go through this…

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Go to the profile of James Cavanagh
James Cavanagh
Jun 14, 2021

Supervised Machine Learning Overview

Supervised Learning is the process of training a machine to be able to create a mapping function that can take input variables (x’s) and map them onto output variables (y). In the case of image classification, this is done by showing the algorithm many labeled…

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Go to the profile of Kelly Pang
Kelly Pang
Jun 13, 2021

Fundamental steps of deep learning

In an essay published in 1962, an IBM researcher called Arthur Samuel proposed a way to have…

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