Develop Machine Learning Models - Predicting the numbers using OCR and PyTorch (Sample Video)
This video will take you through the different steps covering the lifecycle of the development of a machine learning model for Predicting the numbers using OCR and Pytorch.
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About the instructor: Mr. Sharma (Ranti) is the one who conducted this live session. He is a seasoned ML Engineer and also an alumnus of IIT, Microsoft as well as Apple.
Timestamps for the video:
0:00:00 — Introduction about Predicting the numbers using OCR and PyTorch.
0:01:51 — How to train a model to understand PyTorch’s basic building blocks?
0:04:19 — First step before training the model is to import the data.
0:14:11 — Exploring and understanding Data Set.
0:21:56 — Using deep learning framework pipeline, Build the first convolutional layer model.
0:32:19 — TEST THE MODEL with the first batch to ensure that the output dimensions
0:33:36 — TRAINING THE MODEL Setting up loss function, an optimizer and a function to compute the accuracy of a model.
Content used for this lecture is available as notebook here - https://github.com/itversity/masterin...
Playlist: • Building Machine Learning Models usin...
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Watch video Develop Machine Learning Models - Predicting the numbers using OCR and PyTorch (Sample Video) online without registration, duration hours minute second in high quality. This video was added by user itversity 01 March 2022, don't forget to share it with your friends and acquaintances, it has been viewed on our site 1,718 once and liked it 16 people.