You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
In today’s blog post, I interview Yi Shern, a PyImageSearch reader and Machine Learning Engineer at 123RF.com, a popular stock photo website. If you’re unfamiliar with the term, a “stock photo” is a photo taken by a professional photographer and…
Read More of An interview with Yi Shern, Machine Learning Engineer at 123RF R&D
In this tutorial, you will learn how to use convolutional autoencoders to create a Content-based Image Retrieval system (i.e., image search engine) using Keras and TensorFlow. A few weeks ago, I authored a series of tutorials on autoencoders: Part 1:…
Read More of Autoencoders for Content-based Image Retrieval with Keras and TensorFlow
In this tutorial, you will learn how to build a scalable image hashing search engine using OpenCV, Python, and VP-Trees. Image hashing algorithms are used to: Uniquely quantify the contents of an image using only a single integer. Find duplicate…
Read More of Building an Image Hashing Search Engine with VP-Trees and OpenCV
Today’s blog post is on image hashing — and it’s the hardest blog post I’ve ever had to write. Image hashing isn’t a particularly hard technique (in fact, it’s one of the easiest algorithms I’ve taught here on the PyImageSearch…
Read More of Image hashing with OpenCV and Python
This is a guest post by Michael Herman from Real Python – learn Python programming and web development through hands-on, interesting examples that are useful and fun! In this tutorial, we’ll take the command line image search engine from the…
Read More of Adding a web interface to our image search engine with Flask
Let’s face it. Trying to search for images based on text and tags sucks. Whether you are tagging and categorizing your personal images, searching for stock photos for your company website, or simply trying to find the right image for…
Read More of The complete guide to building an image search engine with Python and OpenCV
So, how is our Pokedex going to “know” what Pokemon is in an image? How are we going to describe each Pokemon? Are we going to characterize the color of the Pokemon? The texture? Or the shape? Well, do you…
Read More of Building a Pokedex in Python: Indexing our Sprites using Shape Descriptors (Step 3 of 6)
What if we could build a real life Pokedex? You know, just like Ash Ketchum — point your Pokedex at a Pokemon (or in this case, snap a photo of a Pokemon), identify it, and get its stats. While this…
Read More of Building a Pokedex in Python: Scraping the Pokemon Sprites (Step 2 of 6)
So you’re telling me that we are going to build a Pokedex in Python that can visually recognize Pokemon? Just like in the TV show? – Ash Ketchum Yes, Ash. That’s exactly what I’m telling you. The next series of…
Read More of Building a Pokedex in Python: Getting Started (Step 1 of 6)
