Section 01: Introduction | |||
Introduction to Course | 00:05:00 | ||
Section 02: Building the Auto Image Captioning | |||
Import the Libraries | 00:09:00 | ||
Accessing the Caption Dataset for Training | 00:05:00 | ||
Accessing the Image DataSet for Training | 00:02:00 | ||
Preprocessing the Text Data | 00:11:00 | ||
Pre-Process and Load Captions Data | 00:11:00 | ||
Loading the Captions for Training and Test Data | 00:04:00 | ||
Preprocessing of Image Data | 00:11:00 | ||
Loading Features for Train and Test Dataset | 00:09:00 | ||
Text Tokenization and Sequence Text | 00:11:00 | ||
Data Generators | 00:11:00 | ||
Define the Model | 00:03:00 | ||
Evaluation of Model | 00:09:00 | ||
Test the Model | 00:08:00 | ||
Section 03: Deployment of Machine Learning App | |||
Create Streamlit App | 00:10:00 | ||
Streamlit Prediction | 00:06:00 | ||
Test Streamlit App | 00:03:00 | ||
Deploy Streamlit on AWS EC2 Instance | 00:09:00 | ||
Order Your Certificate | |||
Order Your Certificate Now | 00:00:00 |
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