Udemy – Python-based Video Classification with Deep Learning 2023-3

Python-based Video Classification with Deep Learning course. This course teaches you how to design a video classification model with Python, Keras, and TensorFlow, with a focus on human activity detection. Video classification is used in a variety of domains, including surveillance and entertainment, and learning it is especially important in the data age. In this course, you will learn how to extract features from video frames using pre-trained neural networks, preprocess data for prediction loops, and build Transformer-based models. By the end of the course, you will be able to build and deploy video classification models in real-world scenarios, and you will be familiar with the concepts of feature extraction, model training, and optimization for greater accuracy. This course is suitable for data scientists, machine learning engineers, and computer vision specialists, and provides the skills needed to compete in the growing market for deep learning and video processing.

What you will learn

• Preprocessing and cleaning of video data.
• Extracting features from video frames using pre-trained models.
• Build and train a custom Keras deep learning model for video classification.
• Fine-tuning a pre-trained Transformer model for video classification.
• Custom prediction loop to predict actions in new videos.

This course is suitable for people who:

• Python developers interested in machine learning and video classification.
• Data scientists looking to expand their knowledge in computer vision and deep learning.
• Students or professionals in computer science and engineering who are interested in developing and deploying video classification models.
• Anyone interested in learning how to implement an advanced video classification model using Keras and TensorFlow.

Course details: Python-based Video Classification with Deep Learning

• Publisher:  Udemy
• Lecturer:  Karthik Karunakaran, Ph.D.
• Training level: Beginner to advanced
• Training duration: 1 hour and 11 minutes
• Number of lessons: 28

Course topics

Prerequisites for the Python-based Video Classification with Deep Learning course

Course images

Sample course video

Download link

Download file – 385 MB

File(s) password: www.downloadly.ir

File size

385 MB