Fasttext Classification with Keras in Python
I am going to perform fasttext classification of texts in the 20 Newsgroups dataset in this tutorial. I am going to use Keras in Python… Read More »Fasttext Classification with Keras in Python
AI
Neural Style Transfer in Python
I am creating an neural style transfer AI artist in this tutorial, to be able to create a new image from a combination of two… Read More »Neural Style Transfer in Python
RetinaNet Object Detection in Python
I am implementing RetinaNet for object detection in this tutorial. RetinaNet is a single stage object detection model that uses Feature Pyramid Networks (FPN) and Focal… Read More »RetinaNet Object Detection in Python
Faster R-CNN Object Detection in Python
I am going to implement Faster R-CNN for object detection in this tutorial, object detection is a computer vision and image processing technique that is… Read More »Faster R-CNN Object Detection in Python
ResNet50 Image Classification in Python
I am going to perform image classification with a ResNet50 deep learning model in this tutorial. I am using the CIFAR-10 dataset to train and… Read More »ResNet50 Image Classification in Python
Deep Q-learning in Python
I am going to use deep q-learning (DQN) to train an agent on the cartpole problem in this tutorial. Deep q-learning is reinforcement learning and… Read More »Deep Q-learning in Python
Q-learning Agent in Python
I am creating a q-learning agent to solve a cartpole problem in this tutorial. Q-learning is part of active reinforcement learning, it does not need… Read More »Q-learning Agent in Python
SARSA Algorithm in Python
I am going to implement the SARSA (State-Action-Reward-State-Action) algorithm for reinforcement learning in this tutorial. The algorithm will be applied to the frozen lake problem… Read More »SARSA Algorithm in Python
Adaptive Dynamic Programming in Python
I will apply adaptive dynamic programming (ADP) in this tutorial, to learn an agent to walk from a point to a goal over a frozen… Read More »Adaptive Dynamic Programming in Python
Decision Network in Python
This tutorial includes an implementation of a decision network in Python. A decision network (influence diagram) is used for AI decisions in uncertain environments. A… Read More »Decision Network in Python