Deep Learning Projects – Convolutional Neural Network
Explore deep learning projects using convolutional neural networks to understand image recognition, feature extraction, and neural architectures while strengthening practical knowledge of deep learning models and modern artificial intelligence techniques.
Course Curriculum
| Section 01: Introduction | |||
| Introduction of Project | 00:04:00 | ||
| Overview of CNN | 00:05:00 | ||
| Section 02: Installations | |||
| Installations and Dataset Structure | 00:11:00 | ||
| Section 03: Getting Started | |||
| Import libraries | 00:07:00 | ||
| CNN Model and Layers Coding | 00:10:00 | ||
| Data Preprocessing and Augmentation | 00:07:00 | ||
| Section 04: Accuracy | |||
| Understanding Data generator | 00:08:00 | ||
| Prediction on Single Image | 00:06:00 | ||
| Understanding Different Models and Accuracy | 00:06:00 | ||
| Order Your Certificate | |||
| Order Your Certificate Now | 00:00:00 | ||


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