Datumo, Author at Datumo-All in one data solution

What is MNIST? And why is it important?

It can be said that the MNIST handprinted character image dataset is the “Hello World” implementation for machine learning, and the dataset is used as a worldwide machine learning benchmark. It is an extremely good database for people who want...

June 22, 2022

Tech

Deep Learning, the basics and more!

We will start off with its basics and then build on that to dive deeper into more complex structures. During the transition from simple to complex, we will discuss why the need arises for the use of deep networks, and...

June 21, 2022

Tech

Creating the Best Quality Image Dataset

Apart from building a model for solving a specific problem, it is of equal importance to have a good quality dataset for the problem at hand, because no matter how efficient or accurate your model is, if provided with the...

June 21, 2022

Tech

List of free datasets for your image training models

You would most likely require an image dataset for one of the two purposes: a commercial project, or a project that you’re doing out of interest to enhance your machine learning skills. So let’s get to it! Dataset Types Before...

May 31, 2022

Tech

Role of Image Labeling in your Deep/Machine Learning Model

Furthermore, since we are talking about image labeling, it is implicit that we are going to talk strictly about the Computer Vision domain of Machine Learning and ignore textual data completely. Now, before we can get on to that, it is important...

May 31, 2022

Tech

Understanding GANs and their Capabilities to Generate Realistic Images

Generative Adversarial Networks commonly known as GANs are computational architectures that set two neural networks against each other (thus the name “adversarial”), to create new examples of data that fulfill the characteristics of real data. While GANs have a lot...

May 31, 2022

Tech

Handling Missing Data in Pandas Dataframes in Python

Missing data, as the name suggests, are data observations that do not contain any value. Missing values can have a huge impact on the performance of data science models. Therefore, it is important to understand the reasons behind missing data,...

May 30, 2022

Tech

AI Poetry

The role and purpose of poems is to convey intricate emotion, so it’s unsurprising that many consider poetry a field untouched by artificial intelligence. Can you tell which of these was AI generated? I had a vision Of an old...

May 30, 2022

Tech

Breaking the Data Boundaries With General Self-Supervised Learning Approach

Understand how Data2vec achieves general self-supervision on speech, vision, and text data Moden data is complex, diverse, and unsupervised. Data can have different modalities, such as text, image, and audio. In the last two decades, Artificial intelligence (AI) has demonstrated...

May 30, 2022

Tech

Preprocessing and Augmenting Images for Classification in TensorFlow Keras

Image preprocessing and augmentation are important steps before you train statistical algorithms e.g machine learning models on images. Image preprocessing and augmentation can help increase dataset size by generating similar copies of images. It can also improve data versatility which...

May 30, 2022

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Author: Datumo