You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
I publish a brand new Computer Vision, Deep Learning, and OpenCV tutorial every Monday at 10AM EST. Here you'll find my most recent tutorials and guides.
My day-to-day life includes training many deep learning models. Sometimes I am blessed with an architecture that is small yet capable of providing extraordinary results. Other times, I have to tread the difficult path of training huge architectures to fetch…
Read More of Fast Neural Network Training with Distributed Training and Google TPUs
This lesson is part 4 of a 4-part series on OCR 120: Tesseract Page Segmentation Modes (PSMs) Explained: How to Improve Your OCR Accuracy (tutorial 2 weeks ago) Improving OCR Results with Basic Image Processing (last week’s tutorial) Using spellchecking…
Read More of OCR Passports with OpenCV and Tesseract
In a previous tutorial, you learned how to use the textblob library and Tesseract to automatically OCR text and then translate it to a different language. This tutorial will also use textblob, but this time to improve OCR accuracy by…
Read More of Using spellchecking to improve Tesseract OCR accuracy
Table of Contents Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 3 Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure NeRF Assemble NeRF Trainer Custom Callback Tying It All Together Inference Summary…
Read More of Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 3
Not many people know this about me, but my wife and I met online when she was 18, and I was 20. It wasn’t a dating website/app like Match, eHarmony, Tinder, etc. … instead, it was Last.fm, a website that…
Read More of An interview with Adithya Gaurav Singh: Finding love with computer vision and face recognition
In our previous tutorial, you learned how to improve the accuracy of Tesseract OCR by supplying the appropriate page segmentation mode (PSM). The PSM allows you to select a segmentation method dependent on your particular image and the environment in…
Read More of Improving OCR Results with Basic Image Processing
Table of Contents Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 2 Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Introduction to NeRF Input Data Pipeline Utility and Images Generate Rays Sample…
Read More of Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 2
Most introductions to Tesseract tutorials will provide you with instructions to install and configure Tesseract on your machine, provide one or two examples of how to use the tesseract binary, and then perhaps how to integrate Tesseract with Python using…
Read More of Tesseract Page Segmentation Modes (PSMs) Explained: How to Improve Your OCR Accuracy
In this tutorial, we are implementing a Deep Convolutional GAN (DCGAN) with TensorFlow 2 / Keras, based on the paper, Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks (Radford et al., 2016). This was one of the earliest GAN…
Read More of Get Started: DCGAN for Fashion-MNIST
