Udemy - AI Dog Tracking Through Computer Vision Techniques

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 -Learning Path Overview.mp4 (27.1 MB)
2 - Python Essentials for Computer Vision
• 1 -Introduction of Variables and Printing.mp4 (4.7 MB)
• 10 -Mastering Strings in Python From Basics to Advanced.mp4 (48.1 MB)
• 11 -Introduction of Python Lists.mp4 (3.5 MB)
• 12 -Python Lists Creating, Modifying, and Looping.mp4 (42.6 MB)
• 13 -Introduction of Python Tuples, Dictionaries, and Sets.mp4 (5.1 MB)
• 14 -Python Tuples, Dictionaries, and Sets A Comprehensive Guide.mp4 (57.7 MB)
• 15 -Introduction of System Monitoring.mp4 (4.0 MB)
• 16 -System Monitoring with Python CPU, RAM, Disk, and Battery.mp4 (66.0 MB)
• 2 -Variables and Printing.mp4 (25.9 MB)
• 3 -Introduction of Variables and Data Types.mp4 (6.6 MB)
• 4 -Mastering Python Variables and Data Types.mp4 (37.3 MB)
• 5 -Introduction of Conditional Statements in Python.mp4 (3.3 MB)
• 6 -Mastering Conditional Statements in Python.mp4 (25.8 MB)
• 7 -Introduction of Python Loops.mp4 (3.9 MB)
• 8 -Python Loops Mastering Iterations and Control.mp4 (48.1 MB)
• 9 -Introduction of Strings in Python.mp4 (4.7 MB)
3 - Image Processing Fundamentals
• 1 -Introduction of Image processing.mp4 (5.4 MB)
• 10 -Image Binarization with Otsu’s Thresholding in OpenCV.mp4 (28.9 MB)
• 11 -Introduction of Noise Reduction.mp4 (6.0 MB)
• 12 -Image Noise Reduction Using Closing Operation in OpenCV.mp4 (37.2 MB)
• 13 -Introduction of Edge Detection.mp4 (7.2 MB)
• 14 -Edge Detection Using Canny Algorithm in OpenCV.mp4 (26.1 MB)
• 15 -Introduction of Corner Detection.mp4 (10.9 MB)
• 16 -Corner Detection in OpenCV Shi-Tomasi and Harris Methods.mp4 (58.6 MB)
• 17 -Introduction of Template Matching.mp4 (4.4 MB)
• 18 -Template Matching in OpenCV Detecting Objects in Images.mp4 (52.5 MB)
• 19 -Introduction of Image Contrast.mp4 (5.5 MB)
• 2 -Getting Started with OpenCV Installing and Displaying Images.mp4 (29.0 MB)
• 20 -Enhancing Image Contrast with Histogram Equalization and CLAHE.mp4 (52.7 MB)
• 3 -Introduction of Drawing shapes and adding text.mp4 (7.9 MB)
• 4 -OpenCV Basics Drawing Shapes and Adding Text.mp4 (60.1 MB)
• 5 -Introduction of Color Channels.mp4 (4.3 MB)
• 6 -OpenCV Color Channels Extracting and Displaying BGR Channels.mp4 (29.1 MB)
• 7 -Introduction of Image Comparison.mp4 (21.3 MB)
• 8 -Image Comparison Using XOR in OpenCV.mp4 (33.2 MB)
• 9 -Introduction of Thresholding.mp4 (5.0 MB)
4 - Advanced Image Processing 1
• 1 -Introduction of Color Tracking.mp4 (6.6 MB)
• 2 -Real-Time Color Tracking in OpenCV Video Processing with HSV.mp4 (105.3 MB)
5 - Advanced Image Processing 2
• 1 -Introduction of Text Detection.mp4 (3.3 MB)
• 2 -Text Detection with OCR Extracting Text from Images Using OpenCV and Tesse.mp4 (90.5 MB)
6 - Advanced Image Processing 3
• 1 -Introduction of Shape Detection.mp4 (4.5 MB)
• 2 -Shape Detection Using OpenCV Identifying Basic Shapes.mp4 (101.8 MB)
7 - Controlling Devices with EYE ( Detect and Interpret Head Movements )
• 1 -Introduction of Detecting Head Position and Orientation.mp4 (11.6 MB)
• 2 -Controlling Devices with EYE ( Detect and Interpret Head Movements ).mp4 (77.6 MB)
• 3 -Detecting Head Position and Orientation.mp4 (68.0 MB)
• 4 -Enhancing the System and Final Adjustments.mp4 (159.6 MB)
8 - Smart Labeling and Dataset Tools with Roboflow
• 1 -Roboflow Introduction.mp4 (5.4 MB)
• 10 -Training Your Object Detection Model in Roboflow Complete Walkthrough.mp4 (62.2 MB)
• 11 -Downloading and Preparing Dataset.mp4 (48.4 MB)
• 2 -Getting Started with Roboflow Introduction and Workspace Setup.mp4 (58.8 MB)
• 3 -Uploading Images and Preparing Your Dataset in Roboflow.mp4 (31.2 MB)
• 4 -Image Annotation and Labeling in Roboflow Step-by-Step Guide.mp4 (52.4 MB)
• 5 -Advanced Labeling Techniques in Roboflow Label Assist and Smart Polygon.mp4 (48.0 MB)
• 6 -Data Splitting and Dataset Versioning in Roboflow.mp4 (20.1 MB)
• 7 -Data Preprocessing for Model Training in Roboflow part 1.mp4 (52.0 MB)
• 8 -Data Preprocessing for Model Training in Roboflow part 2.mp4 (14.4 MB)
• 9 -Training and Data Augmentation in Roboflow Boosting Model Accuracy.mp4 (59.5 MB)
9 - Model Training and Deployment for Vision Projects
• 1 -Training Series Overview.mp4 (3.6 MB)
• 10 -Testing YOLO Model on Local Videos ( Colab ).mp4 (55.3 MB)
• 11 -Testing YOLO Model on Local Videos (PC) Introduction.mp4 (3.5 MB)
• 12 -Testing YOLO Model on Local Videos ( PC ).mp4 (59.1 MB)
• 13 -Real-Time Object Detection Using Webcam Introduction.mp4 (3.7 MB)
• 14 -Real-Time Object Detection Using Webcam.mp4 (31.0 MB)
• 15 -End of training series.mp4 (2.7 MB)
• 16 -See the Results.mp4 (3.9 MB)
• 2 -Setting Up the Colab Environmen Introduction.mp4 (3.7 MB)
• 3 -Setting Up the Colab Environment for Training.mp4 (69.9 MB)
• 4 -Smart Labeling with Roboflow Introduction.mp4 (4.4 MB)
• 5 -Smart Labeling with Roboflow.mp4 (102.4 MB)
• 6 -Training YOLO Model S Introduction.mp4 (5.0 MB)
• 7 -Training YOLO model S.mp4 (56.3 MB)
• 8 -Advanced YOLO Training.mp4 (84.3 MB)
• 9 -Testing YOLO Model on Local Videos (Colab) Introduction.mp4 (4.1 MB)
• Bonus Resources.txt (0.1 KB)