Deep Learning : Convolutional Neural Networks with Python
CNN for Computer Vision and Deep Learning for Segmentation, Object Detection, Classification, Pose Estimation in Python
4.67 (24 reviews)
121
students
4.5 hours
content
Feb 2025
last update
$59.99
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What you will learn
Deep Convolutional Neural Networks with Python and Pytorch Basics to Expert
Introduction to Deep Learning and its Building Blocks Artificial Neurons
Coding Convolutional Neural Network Architecture from Scratch with Python and Pytorch
Hyperparameters Optimization for Convolutional Neural Networks to Improve Model Performance
Custom Datasets with Augmentations to Increase Image Data Variability
Training and Testing Convolutional Neural Network using Pytorch
Performance Metrics (Accuracy, Precision, Recall, F1 Score) to Evaluate CNNs
Visualize Confusion Matrix and Calculate Precision, Recall, and F1 Score
Advanced CNNs for Segmentation, Object tracking, and Pose Estimation.
Pretrained Convolutional Neural Networks and their Applications
Transfer Learning using Convolutional Neural Networks Models
Convolutional Neural Networks Encoder Decoder Architectures
YOLO Convolutional Neural Networks for Computer Vision Tasks
Region-based Convolutional Neural Networks for Object Detection
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5836476
udemy ID
22/02/2024
course created date
28/03/2024
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