4 Proven Tricks to Improve your Deep Learning Model’s Performance
Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk …
Supervised
Step-by-Step Deep Learning Tutorial to Build your own Video Classification Model
Overview Learn how you can use computer vision and deep learning techniques to work with video data We will build our own video classification …
A Comprehensive Guide to Build your own Language Model in Python!
Overview Language models are a crucial component in the Natural Language Processing (NLP) journey These language models power all the popular NLP applications we …
A Friendly Introduction to Real-Time Object Detection using the Powerful SlimYOLOv3 Framework
Overview Real-time object detection is taking the computer vision industry by storm Here’s a step-by-step introduction to SlimYOLOv3, the latest real-time object detection framework …
OpenAI’s GPT-2: A Simple Guide to Build the World’s Most Advanced Text Generator in Python
Overview Learn how to build your own text generator in Python using OpenAI’s GPT-2 framework GPT-2 is a state-of-the-art NLP framework – a truly …
Computer Vision Tutorial: Implementing Mask R-CNN for Image Segmentation (with Python Code)
Overview Mask R-CNN is a state-of-the-art framework for Image Segmentation tasks We will learn how Mask R-CNN works in a step-by-step manner We will …
Introduction to PyTorch-Transformers: An Incredible Library for State-of-the-Art NLP (with Python code)
Overview We look at the latest state-of-the-art NLP library in this article called PyTorch-Transformers We will also implement PyTorch-Transformers in Python using popular NLP …
Learn how to Build your own Speech-to-Text Model (using Python)
Overview Learn how to build your very own speech-to-text model using Python in this article The ability to weave deep learning skills with NLP …
How do Transformers Work in NLP? A Guide to the Latest State-of-the-Art Models
Overview The Transformer model in NLP has truly changed the way we work with text data Transformer is behind the recent NLP developments, including …
Build a Machine Learning Model in your Browser using TensorFlow.js and Python
Overview TensorFlow.js (deeplearn.js) enables us to build machine learning and deep learning models right in our browser without needing any complex installation steps There …
