YOLOv1: All you need to know & Its code
In this post we will construct the famous YOLOv1 neural network. It stands for “You Only Look Once” and at the time it was first introduced, it performed much better than its competitors in terms of detection speed and accuracy. YOLOv1 was introduced in 2015 by Redmon et al. you can see the original paper…
Making a Data Generator For Tensorflow
When you are trying to train your Neural Network with large amounts of data, It is not feasible to load all of the training data at once; because you might face problems with your RAM. A solution to alleviate this problem would be to load the training data in separate batches. With this method, we…
Reinforcement learning example – Lunar lander & CartPole
One of the most interesting applications of machine learning. Reinforcement learning is a type of machine learning that enables an agent to learn in an interactive environment by trial and error. The agent receives rewards or punishments for its actions, which helps it learn to make optimal decisions. Unlike supervised learning, where the agent is…