Liked on YouTube: Captcha recognition using PyTorch (Convolutional-RNN + CTC Loss)

Captcha recognition using PyTorch (Convolutional-RNN + CTC Loss)
In this video, I will show you how you can implement a Convolutional-RNN model for captcha recognition. We will be using CTC loss and everything will be done in PyTorch. You can find the code for this tutorial here: https://ift.tt/2D5u5vs 00:00 Introduction 01:10 Data & Config 04:30 Dataset 13:45 Training File Part - 1 26:16 Data View 30:30 Engine 34:38 Model 58:28 Train File Part - 2 1:12:35 Training and Inference Note: This tutorial was heavily inspired by Aakash Nain's code example available in keras blog: https://ift.tt/3ag6ru5 Connect with him on LinkedIn: https://ift.tt/3pIc2RJ Please subscribe and like the video to help me keep motivated to make awesome videos like this one. :) To buy my book, Approaching (Almost) Any Machine Learning problem, please visit: https://bit.ly/buyaaml Follow me on: Twitter: https://twitter.com/abhi1thakur LinkedIn: https://ift.tt/3oubsVh Kaggle: https://ift.tt/3miBYis Instagram: https://ift.tt/3dUI6dF
via YouTube https://www.youtube.com/watch?v=IcLEJB2pY2Y