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Computer Vision
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Edge detection, tutorial, knowledge

Edge Detection in Opencv 4.0, A 15 Minutes Tutorial

This tutorial will teach you, with examples, two OpenCV techniques in python to deal with edge detection.

convolutional layer and convolution kernel

About Convolutional Layer and Convolution Kernel

A story of Convnet in machine learning from the perspective of kernel sizes.

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Determine Your Network Hyper-parameters With Bayesian Optimization

Why and how Bayesian Optimization can be used for hyper-parameters tuning

Preview Image of the DSFD article

Face Detectors: Understand DSFD and the State-of-the-art Algorithms

Let’s dive into the recent Dual Shot Face Detector DSFD through a review of two famous detection algorithms: Faster R-CNN and Single Shot Detector.

annotation tools

Best Open Source Annotation Tools for Computer Vision

A Top 5 labeling tools to create Computer Vision datasets.

Grad CAM method on ‘deer’ ImageNet class (Original photo by Asa Rodger on Unsplash)

Interpretability of Deep Learning Models with Tensorflow 2.0

An introduction to interpretability methods to ease neural network training monitoring.

Grad CAM Method (Original Photo by Kelly Lund on Unsplash)

Introducing tf-explain, Interpretability for TensorFlow 2.0

A Tensorflow 2.0 library for deep learning model interpretability.

Edge detection, tutorial, knowledge

Edge Detection in Opencv 4.0, A 15 Minutes Tutorial

This tutorial will teach you, with examples, two OpenCV techniques in python to deal with edge detection.

museum watching

Few-Shot Image Classification with Meta-Learning

Here is how you can teach your model to learn quickly from a few examples.

bridge

Image Registration: From SIFT to Deep Learning

How the field has evolved from OpenCV to Neural Networks.

fig. 1: Screenshot of my React app using the neural networks computed here.

Introduction to Deep Q-learning with SynapticJS & ConvNetJS

An application to the Connect 4 game.

blurry street

GAN with Keras: Application to Image Deblurring

A Generative Adversarial Networks tutorial applied to Image Deblurring with the Keras library.

TensorFlow, AI, Docker, GPU

Set up TensorFlow with Docker + GPU in Minutes

Why Docker is the best platform to use Tensorflow with a GPU.