Information Retrieval using word2vec based Vector Space Model
Overview Learn about Information Retrieval (IR), Vector Space Models (VSM), and Mean Average Precision (MAP) Create a project on Information Retrieval using word2vec based …
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Build a Natural Language Generation (NLG) System using PyTorch
Overview Introduction to Natural Language Generation (NLG) and related things- Data Preparation Training Neural Language Models Build a Natural Language Generation System using PyTorch …
MobileBERT: BERT for Resource-Limited Devices
Overview As the size of the NLP model increases into the hundreds of billions of parameters, so does the importance of being able to …
Transfer Learning for NLP: Fine-Tuning BERT for Text Classification
Introduction With the advancement in deep learning, neural network architectures like recurrent neural networks (RNN and LSTM) and convolutional neural networks (CNN) have shown …
Build Text Categorization Model with Spark NLP
Overview Setting up John Snow labs Spark-NLP on AWS EMR and using the library to perform a simple text categorization of BBC articles. Introduction …
Deploy an Image Classification Model Using Flask
Overview Get an overview of PyTorch and Flask Learn to build an image classification model in PyTorch Learn how to deploy the model using …
A Classic Computer Vision Project – How to Add an Image Behind Objects in a Video
Overview Adding an image behind a moving object is a classic computer vision project Learn how to add a logo in a video using …
Facebook AI Launches DEtection TRansformer (DETR) – A Transformer based Object Detection Approach!
Introduction Every once in a while, a machine learning framework or library changes the landscape of the field. Today, Facebook open sourced one such …
What is Tokenization in NLP? Here’s All You Need To Know
Highlights Tokenization is a key (and mandatory) aspect of working with text data We’ll discuss the various nuances of tokenization, including how to handle …
Your Social Distancing Detection Tool: How to Build One using your Deep Learning Skills
Overview Learn how to build your own Social Distancing Tool using your Deep Learning and Computer Vision skills Understand the State-of-the-Art architectures (SOTA) for …
