Machine Learning Machine Learning Project - Auto Image Captioning for Social Media

Machine Learning Project - Auto Image Captioning for Social Media

Catalog: Machine Learning
Short name: MLP Auto image Captioning 2023
Course start date: 2024-07-02
Paystack
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Description

We will learn to create automatic image captions for a social media post in this advanced deep learning assignment.

By the end of the course, you'll be able to employ text preprocessing techniques, apply them to the provided data set, develop models, analyse sequence data, and assess them using BLEU scores.

Deep learning, natural language processing, and the fundamentals of Python programming are a few of the key skillsets you'll need for this project.

NLP & Deep Learning enthusiasts, computer science students, IT professionals, and students that want to study Tensorflow for difficult jobs.

Course Duration:- 2h 27m

Sections

General
0 activities

Introduction to Course
Import the Libraries
Accessing the Caption Dataset for Training
Accessing the Image DataSet for Training
Preprocessing the Text Data
Pre-Process and Load Captions Data
Loading the Captions for Training and Test Data
Preprocessing of Image Data
Loading Features for Train and Test Dataset
Text Tokenization and Sequence Text
Data Generators
Define the Model
Evaluation of Model
Test the Model
Create Streamlit App
Streamlit Prediction
Test Streamlit App
Deploy Streamlit on AWS EC2 Instance
Course Certificate
Secure Video
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Certificate
1
Cost: 5000
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Course Duration:- 2h 27m