This video tutorial shows you how you can use Deep Netts to create visual parking lot occupancy detection using deep learning.The data set contains labeled images of vacant and occupied parking spaces, extracted from the camera under different light conditions.Occupancy detection is performed with a convolutional neural network in pure Java created with Deep …
Parking Lot Occupancy Detection using Deep Learning in Java Read More »
Deep learning algorithms evolved from well known mathematical procedures, and the idea of this post is to give a brief overview of that evolution. That will give you a big picture and better understanding how they work in general and what are they used for, without going into heavy math. If you are not …
From Basic Machine Learning to Deep Learning in 5 Minutes Read More »
What is Machine Learning? Machine Learning is a computer algorithm that is able to adjust its own internal parameters using sample data, in order to be able to estimate/predict something useful for similar data. The procedure of automatically adjusting internal parameters using sample data is called learning, training or model building. Once the algorithm has finished …
We’ve started a series of tutorials with goal to introduce Java developers to deep learning as quick as possible, and give them enough understanding so they can start working on their own projects immediately. The tutorials are designed in such way, that the ony prerequisite knowledge is Java programming. They will map the machine …