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 …
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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 …
Hugging Face Releases New NLP ‘Tokenizers’ Library Version (v0.8.0)
Hugging Face is at the forefront of a lot of updates in the NLP space. They have released one groundbreaking NLP library after another …
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 …
Hands-On Tutorial on Real-Time Lane Detection using OpenCV (Self-Driving Car Project!)
Introduction I got a glimpse of my first self-driving car almost a decade ago when the folks at Google were still experimenting with a …
Build your own Vehicle Detection Model using OpenCV and Python
Overview Excited by the idea of smart cities? You’ll love this tutorial on building your own vehicle detection system We’ll first understand how to …
How to Read Common File Formats in Python – CSV, Excel, JSON, and more!
Introduction I have recently come across a lot of aspiring data scientists wondering why it’s so difficult to import different file formats in Python. …
Howzatt! How to Build Your Own Ball Tracking System for Cricket
Overview Learn how to build your own ball tracking system for cricket using computer vision and Python Understand different approaches for tracking fast-moving objects …
