Guide to Loss Functions for Machine Learning Models
Photo by Alexandre Debiève on Unsplash In machine learning, a loss function is used to measure the loss, or cost,…
The 7 NLP Techniques That Will Change How You Communicate in the Future (Part II)
In part 1, I introduced the field of Natural Language Processing (NLP) and the deep learning movement that’s powered it.…
NLP for Text-to-Image Generators — Prompt Generation [Part 2]
Src: https://analyticsindiamag.com/the-ai-art-generation-tools-that-you-can-actually-use/ In the previous tutorial, we analyzed a large dataset of prompts created by Midjourney users. By using natural…
Choosing The Best Model Architecture for Your NLP Task
With the rise of neural network NLP models, many practitioners are wondering how to best configure a model to perform…
Pre-Trained Machine Learning Models vs Models Trained from Scratch
From the Abstract: We report competitive results on object detection and instance segmentation on the COCO dataset using standard models…
Dataset Augmentation for Computer Vision and Why You Might Be Doing It Wrong
Photo by Stephen Kraakmo on Unsplash Lack of large-scale labeled datasets is a severely limiting factor in training Deep…
Using Pre-Trained NLP Models for Sentence Similarity
Photo by Towfiqu barbhuiya on Unsplash Introduction Natural Language Processing (NLP) is a type of artificial intelligence in which computers…