-
Introduction to PyTorch – A Simple Yet Powerful Deep Learning Library
PyTorch guide for deep learning! Explore tensors, autograd, and build a neural network. Plus, a case study on image recognition.
Faizan Shaikh 18 Feb, 2025
-
Finding chairs the data scientist way! (Hint: using Deep Learning) – Part I
A fun deep learning project to count chairs, their location in a room from an image provided. The article lays challenges & approach using Imagenet & YOLO
Faizan Shaikh 17 Aug, 2017
-
Architecture of Convolutional Neural Networks (CNNs) demystified
Convolutional neural network architecture and cnn image recognition. In this article, learn about convolutional neural networks and cnn to classify images.
Dishashree Gupta 24 May, 2020
-
Introductory guide to Generative Adversarial Networks (GANs) and their promise!
An introduction to generative adversarial networks and generative models. Beginners guide to understand how GANs work in computer vision.
Faizan Shaikh 02 Aug, 2024
-
Getting started with Deep Learning using Keras and TensorFlow in R
Get started with deep learning with keras and tensorflow in r. Learn how to install keras with tensorflow in R & build a neural network model on MNIST dataset.
NSS 24 May, 2020
-
Transfer Learning Using Pre-trained Models in Deep Learning
Learn about transfer learning, pre-trained models, their benefits, usage, fine-tuning techniques, and projects for identifying digits.
Dishashree Gupta 30 Jan, 2025
-
5 More Deep Learning Applications a beginner can build in minutes (using Python)
Deep learning applications for beginners using python. This article explains 5 deep learning applications using API and open source.
Faizan Shaikh 19 Apr, 2023
-
Fine-tuning a Keras model using Theano trained Neural Network & Introduction to Transfer Learning
This article is a comparison between Keras and Theano. It also covers advanced techniques like transfer learning and fine tuning.
Faizan Shaikh 05 Jul, 2020
-
Creating an artificial artist: Color your photos using Neural Networks
Introduction to neural art. In this article you will learn neural network painting and creating colorful images with AI generated art using Theano & keras.
Faizan Shaikh 05 Jul, 2020
-
Investigation on handling Structured & Imbalanced Datasets with Deep Learning
A practical guide on handling structured and imbalanced datasets with deep learning. Learn deep learning experiments with KDD cup 1999 & MNIST datasets.
Guest Blog 05 Jul, 2020
