YOLO (Part 4) Reduce detected classes
by In this article we will see a trick that reduces the scope of object detection using YOLO v4.
Category: Deep Learning
YOLO (Part 3) Non Maxima Suppression (NMS)
In my previous articles on YOLO we saw how to use this network … but when we apply this algorithm on complex images we quickly see that multiple detections are made for the same objects. We will see in this article how to remove these duplicate frames with the so-called NMS technique.
YOLO (Part 2) Object detection with YOLO & OpenCV
In this article we will see step by step how to use the YOLO neural network with its implementation in OpenCV. Follow the guide 😉
YOLO (Part 1) Introduction with Darknet
We will see in this article, how with the YOLO neural network we can very simply detect several objects in a photo. The objective is not to go into the details of the implementation of this neural network (much more complex than a simple sequential CNN) but rather to show how to use the implementation which was carried out in C ++ and which is called Darknet.
Transfer Learning with VGG
In this article we will discuss the concept of Transfer Learning … or how to avoid redoing long and consuming learning by partially reusing a pre-trained neural network. To do this we will use a network which is the reference in the matter: VGG-Net (vgg16).
Fake News ?
I propose in this article to create a convolutional neural network to do NLP, and for the data I will use a dataset that you can simply find in the Kaggle datasets: FrenchFakeNewsDetector. You have understood the objective is twofold: on the one hand to see how we can use the convolution technique with vectors (1 dimension instead of images with 2+ dimensions) and on the other hand to do NLP with data in French.
Image processing (part 7) Convolution Neural Networks – CNN
In this article we will see step by step how to create and use a convolutional neural network (CNN) to classify images.
Understanding Neural Networks with Tensorflow Playground
In this article, I suggest you discover a brilliant tool that allows you to better understand how a neural network works and the real impact of its main settings.
Getting started in Auto-ML with AutoGluon
Discover Auto-ML with AutoGluon. Simple accelerator or real revolution in the way of creating machine learning models? get an idea by doing …
