Computer Vision with Python 5+ Hour Video Bundle
Master the art of teaching machines to see. This comprehensive bundle combines high-level image understanding with professional-grade manipulation techniques.
01
Skill level
All levels
02
Sections
23
03
Lectures
77
04
Instructor
Team Mammoth
What's inside
This course includes.
✓
23
Sections
✓
15
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content
Curriculum & lectures.
+ Welcome! 1 lecture Preview
Submit a Question/Feedback
Locked
+ 01 Advanced Dataset Manipulation with Numpy 2 lectures
01 Advanced Dataset Manipulation with Numpy Demo
Locked
Source Files
Locked
+ 02 Image Manipulation with Numpy 2 lectures
01 Image Manipulation with Numpy Demo
Locked
Source files
Locked
+ 03 Advanced Data Visualization with Pyplot 3 lectures
01a Advanced Data Visualization with Pyplot Demo
Locked
01b Advanced Data Visualization with Pyplot Demo
Locked
Source files
Locked
+ 04 Data Visualization with Seaborn 2 lectures
01 Data Visualization with Seaborn Demo
Locked
Source Files
Locked
+ 05 Visualize Probability Distributions 2 lectures
01 Visualize Probability Distributions Demo
Locked
Source Files
Locked
+ 00a Introduction - Build Computer Vision Projects with Neural Networks, Tesseract and OpenCV in Python 1 lecture
What is Computer Vision?
Locked
+ 00b - Foundations of Tesseract and OpenCV for Computer Vision 2 lectures
Computer Vision with Tesseract
Locked
Computer Vision with OpenCV
Locked
+ 00c - Foundations of Neural Networks for Computer Vision 3 lectures
Computer Vision with Neural Networks
Locked
Convolution operations and feature map formation
Locked
Activation maps, pooling, and downsampling theory
Locked
+ 01 Overview 3 lectures
01 Overview
Locked
02 What You'll Need
Locked
Source Files
Locked
+ 02 Analyze Images with OpenCV 4 lectures
01 Detect Edges In An Image
Locked
02 Detect Contours In An Image
Locked
03 Detect Corners In An Image
Locked
Source Files
Locked
+ 03 Restore Images with Computational Photography 2 lectures
Restore A Damaged Image
Locked
Source Files
Locked
+ 04 Detect objects in images 5 lectures
01 Detect Objects In An Image With Masking
Locked
02 Detect Faces In Images
Locked
03 Extract Foreground In An Image
Locked
04 Find Object In Image With Template Matching
Locked
Source Files
Locked
+ 06 Read text in an image with OCR and Tesseract 5 lectures
01 Extract Text From An Image With Tesseract
Locked
02 Improve Accuracy With Thresholding
Locked
03 Change Perspective Of An Image With Foreign Text
Locked
04 Extract Foreign Language Text From An Image
Locked
Source Files
Locked
+ 07 Build your first neural network with OpenCV 4 lectures
01 Generate Data
Locked
02 Build An Artificial Neural Network
Locked
03 Visualize Model Results
Locked
Source Files
Locked
+ 08 Object detection with OpenCV Deep Learning 5 lectures
01 Load YOLO Dnn Model
Locked
02 Build A Neural Network With OpenCV
Locked
03 Print Out Detected Objects
Locked
04 Outline Objects In The Original Image
Locked
Source Files
Locked
+ 09 Outline objects in a video 4 lectures
01 Outline Objects In A Video
Locked
02 Draw Contours On Video
Locked
03 Save New Frames As A Video
Locked
Source Files
Locked
+ 10 Detect faces in video 5 lectures
01 Load A Video From Drive
Locked
02 Detect Faces In Video
Locked
03 Detect Eyes In Video
Locked
04 Save New Frames As A Video
Locked
Source Files
Locked
+ 11 Track a color in videos 3 lectures
01 Track Color In A Video
Locked
02 Save New Frames As A Video
Locked
Source Files
Locked
+ 12 Detect lanes for autonomous vehicle computer vision 5 lectures
01 Load A Driving Dash Cam Video
Locked
02 Process Each Video Frame
Locked
03 Outline Lanes Detected
Locked
04 Save New Frames As A Video
Locked
Source Files
Locked
+ 13 Build a motion alert video monitoring system 5 lectures
01 Load A Video From Drive
Locked
02 Detect Objects In A Video With Contours
Locked
03 Detect When Motion Begins And Ends
Locked
04 Record Each Time Motion Begins
Locked
Source Files
Locked
+ 14 Detect emotion in a video 2 lectures
Detect Emotion In A Video
Locked
Source Files
Locked
+ 15 Swap faces with machine learning 7 lectures
01 Load Images From The Web Into Colab
Locked
02 Get Facial Landmarks From Image
Locked
03 Build A Matrix From Landmark Points
Locked
04 Draw A Mask Over Facial Landmarks
Locked
05 Build A Warped Mask
Locked
06 Combine Face Masks
Locked
Source Files
Locked
Description
About this course.
You will learn to detect faces, understand image data, and utilize libraries like OpenCV, NumPy, and PyPlot to transform raw pixels into meaningful insights and stunning visual edits.
This bundle includes the following courses:
► Face Detection and Image Understanding with Python and OpenCV
► Visual Mastery: Image Manipulation with NumPy, PyPlot, and Seaborn
► Image Transformation Secrets: Advanced OpenCV and Python Techniques
✔️ Lifetime access to all video modules
✔️ Source code included
Creative developers and data enthusiasts will find this bundle indispensable for mastering the visual side of Python. You will emerge with the skills to build sophisticated vision applications and perform complex image transformations with total confidence.
Unleash the power of visual AI now.
Ready to start building?
Master the art of teaching machines to see. This comprehensive bundle combines high-level image understanding with professional-grade manipulation techniques.