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FreeCourseLab com Udemy Python for Computer Vision with OpenCV and Deep Learning

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[FreeCourseLab.com] Udemy - Python for Computer Vision with OpenCV and Deep Learning

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Total Size

6.2 GB

Total Files

216

Last Seen

2025-07-18 23:36

Hash

F9A5324A256E2588055701E9F077CE1A1F66406C

/1. Course Overview and Introduction/

1. Course Overview.mp4

28.5 MB

1. Course Overview.vtt

7.6 KB

2. FAQ - Frequently Asked Questions.html

1.7 KB

3. Course Curriculum Overview.mp4

24.1 MB

3. Course Curriculum Overview.vtt

6.8 KB

3.1 Computer-Vision-with-Python.zip.zip

321.0 MB

4. Getting Set-Up for the Course Content.mp4

83.2 MB

4. Getting Set-Up for the Course Content.vtt

17.9 KB

4.1 Download for cvcourse_macos.yml.html

0.1 KB

4.2 Download for cvcourse_windows.yml.html

0.1 KB

4.3 Download Link for cvcourse_linux.yml.html

0.1 KB

/10. BONUS DISCOUNT COUPONS FOR OTHER COURSES/

1. Bonus Lecture Coupons.html

5.9 KB

/2. NumPy and Image Basics/

1. Introduction to Numpy and Image Section.mp4

3.9 MB

1. Introduction to Numpy and Image Section.vtt

0.9 KB

1.1 NumPy Docs.html

0.1 KB

2. NumPy Arrays.mp4

90.1 MB

2. NumPy Arrays.vtt

22.1 KB

3. What is an image.mp4

35.6 MB

3. What is an image.vtt

7.8 KB

4. Images and NumPy.mp4

94.7 MB

4. Images and NumPy.vtt

15.1 KB

5. NumPy and Image Assessment Test.mp4

17.1 MB

5. NumPy and Image Assessment Test.vtt

4.2 KB

6. NumPy and Image Assessment Test - Solutions.mp4

63.4 MB

6. NumPy and Image Assessment Test - Solutions.vtt

12.4 KB

/3. Image Basics with OpenCV/

1. Introduction to Images and OpenCV Basics.mp4

15.3 MB

1. Introduction to Images and OpenCV Basics.vtt

3.8 KB

10. Image Basics Assessment Solutions.mp4

102.0 MB

10. Image Basics Assessment Solutions.vtt

17.1 KB

2. Opening Image files in a notebook.mp4

133.1 MB

2. Opening Image files in a notebook.vtt

26.4 KB

3. Opening Image files with OpenCV.mp4

68.7 MB

3. Opening Image files with OpenCV.vtt

15.3 KB

4. Drawing on Images - Part One - Basic Shapes.mp4

43.7 MB

4. Drawing on Images - Part One - Basic Shapes.vtt

13.6 KB

5. Drawing on Images Part Two - Text and Polygons.mp4

44.7 MB

5. Drawing on Images Part Two - Text and Polygons.vtt

13.0 KB

6. Direct Drawing on Images with a mouse - Part One.mp4

57.6 MB

6. Direct Drawing on Images with a mouse - Part One.vtt

12.7 KB

7. Direct Drawing on Images with a mouse - Part Two.mp4

18.6 MB

7. Direct Drawing on Images with a mouse - Part Two.vtt

3.7 KB

8. Direct Drawing on Images with a mouse - Part Three.mp4

51.7 MB

8. Direct Drawing on Images with a mouse - Part Three.vtt

13.8 KB

9. Image Basics Assessment.mp4

27.7 MB

9. Image Basics Assessment.vtt

5.4 KB

/4. Image Processing/

1. Introduction to Image Processing.mp4

4.5 MB

1. Introduction to Image Processing.vtt

0.9 KB

10. Histograms - Part One.mp4

76.1 MB

10. Histograms - Part One.vtt

16.4 KB

10.1 Color Histograms.html

0.1 KB

11. Histograms - Part Two - Histogram Eqaulization.mp4

72.4 MB

11. Histograms - Part Two - Histogram Eqaulization.vtt

17.1 KB

12. Histograms Part Three - Histogram Equalization.mp4

85.4 MB

12. Histograms Part Three - Histogram Equalization.vtt

10.5 KB

13. Image Processing Assessment.mp4

29.8 MB

13. Image Processing Assessment.vtt

5.8 KB

14. Image Processing Assessment Solutions.mp4

74.8 MB

14. Image Processing Assessment Solutions.vtt

10.1 KB

2. Color Mappings.mp4

47.4 MB

2. Color Mappings.vtt

8.7 KB

2.1 Information on HSL and HSV Color Mappings.html

0.1 KB

2.2 Information on RGB Color Mappings.html

0.1 KB

3. Blending and Pasting Images.mp4

89.8 MB

3. Blending and Pasting Images.vtt

18.8 KB

4. Blending and Pasting Images Part Two - Masks.mp4

97.6 MB

4. Blending and Pasting Images Part Two - Masks.vtt

20.5 KB

5. Image Thresholding.mp4

145.0 MB

5. Image Thresholding.vtt

23.8 KB

5.1 Thresholding Images Info.html

0.1 KB

6. Blurring and Smoothing.mp4

66.3 MB

6. Blurring and Smoothing.vtt

66.3 MB

6.1 Info on Blurring.html

0.1 KB

6.2 Gaussian Blurring.html

0.1 KB

7. Blurring and Smoothing - Part Two.mp4

247.3 MB

7. Blurring and Smoothing - Part Two.vtt

27.5 KB

8. Morphological Operators.mp4

101.5 MB

8. Morphological Operators.vtt

20.2 KB

8.1 Really great link on Morphological Operators.html

0.1 KB

8.2 Math Behind Morphology.html

0.1 KB

9. Gradients.mp4

118.9 MB

9. Gradients.vtt

18.8 KB

9.1 Image Gradients.html

0.1 KB

9.2 Sobel Operators.html

0.1 KB

/5. Video Basics with Python and OpenCV/

1. Introduction to Video Basics.mp4

7.0 MB

1. Introduction to Video Basics.vtt

1.7 KB

2. Connecting to Camera.mp4

83.2 MB

2. Connecting to Camera.vtt

20.1 KB

3. Using Video Files.mp4

36.7 MB

3. Using Video Files.vtt

9.9 KB

4. Drawing on Live Camera.mp4

102.8 MB

4. Drawing on Live Camera.vtt

22.0 KB

5. Video Basics Assessment.mp4

14.1 MB

5. Video Basics Assessment.vtt

2.6 KB

6. Video Basics Assessment Solutions.mp4

35.0 MB

6. Video Basics Assessment Solutions.vtt

6.7 KB

/6. Object Detection with OpenCV and Python/

1. Introduction to Object Detection.mp4

13.4 MB

1. Introduction to Object Detection.vtt

3.6 KB

10. Watershed Algorithm - Part One.mp4

69.7 MB

10. Watershed Algorithm - Part One.vtt

15.4 KB

10.1 WaterShed Algorithm.html

0.1 KB

11. Watershed Algorithm - Part Two.mp4

114.5 MB

11. Watershed Algorithm - Part Two.vtt

26.6 KB

12. Custom Seeds with Watershed Algorithm.mp4

109.4 MB

12. Custom Seeds with Watershed Algorithm.vtt

23.4 KB

13. Introduction to Face Detection.mp4

57.5 MB

13. Introduction to Face Detection.vtt

12.6 KB

13.1 Haar Cascade Features.html

0.1 KB

14. Face Detection with OpenCV.mp4

122.3 MB

14. Face Detection with OpenCV.vtt

18.0 KB

15. Detection Assessment.mp4

33.7 MB

15. Detection Assessment.vtt

5.4 KB

16. Detection Assessment Solutions.mp4

68.2 MB

16. Detection Assessment Solutions.vtt

8.5 KB

2. Template Matching.mp4

122.3 MB

2. Template Matching.vtt

23.7 KB

2.1 Template Matching Wiki.html

0.1 KB

3. Corner Detection - Part One - Harris Corner Detection.mp4

85.6 MB

3. Corner Detection - Part One - Harris Corner Detection.vtt

18.5 KB

3.1 Harris Corner Detection Detailed.html

0.1 KB

4. Corner Detection - Part Two - Shi-Tomasi Detection.mp4

52.7 MB

4. Corner Detection - Part Two - Shi-Tomasi Detection.vtt

9.2 KB

4.1 Good Features to Track - Original Paper.html

0.1 KB

5. Edge Detection.mp4

73.0 MB

5. Edge Detection.vtt

13.1 KB

5.1 Canny Edge Detection.html

0.1 KB

5.2 Edege Detection.html

0.1 KB

6. Grid Detection.mp4

44.8 MB

6. Grid Detection.vtt

11.0 KB

7. Contour Detection.mp4

61.1 MB

7. Contour Detection.vtt

14.5 KB

8. Feature Matching - Part One.mp4

104.8 MB

8. Feature Matching - Part One.vtt

16.8 KB

9. Feature Matching - Part Two.mp4

186.0 MB

9. Feature Matching - Part Two.vtt

23.3 KB

/7. Object Tracking/

1. Introduction to Object Tracking.mp4

3.6 MB

1. Introduction to Object Tracking.vtt

0.8 KB

1.1 05-Object-Tracking.zip.zip

16.8 KB

2. Optical Flow.mp4

31.6 MB

2. Optical Flow.vtt

8.0 KB

2.1 Optical Flow.html

0.1 KB

3. Optical Flow Coding with OpenCV - Part One.mp4

116.8 MB

3. Optical Flow Coding with OpenCV - Part One.vtt

23.3 KB

4. Optical Flow Coding with OpenCV - Part Two.mp4

75.2 MB

4. Optical Flow Coding with OpenCV - Part Two.vtt

13.5 KB

5. MeanShift and CamShift Tracking Theory.mp4

33.0 MB

5. MeanShift and CamShift Tracking Theory.vtt

8.2 KB

5.1 MeanShift On Wikipedia.html

0.1 KB

5.2 Meanshift for Image Segmentation.html

0.1 KB

6. MeanShift and CamShift Tracking with OpenCV.mp4

100.9 MB

6. MeanShift and CamShift Tracking with OpenCV.vtt

17.0 KB

7. Overview of various Tracking API Methods.mp4

38.3 MB

7. Overview of various Tracking API Methods.vtt

10.0 KB

7.1 MIL Tracker Info.html

0.1 KB

7.2 KCF Tracker.html

0.1 KB

7.3 TDL Tracker.html

0.1 KB

7.4 Median Flow Tracker Info.html

0.1 KB

7.5 BOOSTING Tracker Info.html

0.1 KB

8. Tracking APIs with OpenCV.mp4

59.9 MB

8. Tracking APIs with OpenCV.vtt

10.1 KB

/8. Deep Learning for Computer Vision/

1. Introduction to Deep Learning for Computer Vision.mp4

12.3 MB

1. Introduction to Deep Learning for Computer Vision.vtt

3.5 KB

10. MNIST Data Overview.mp4

26.0 MB

10. MNIST Data Overview.vtt

6.2 KB

11. Convolutional Neural Networks Overview - Part One.mp4

118.8 MB

11. Convolutional Neural Networks Overview - Part One.vtt

24.9 KB

12. Convolutional Neural Networks Overview - Part Two.mp4

26.8 MB

12. Convolutional Neural Networks Overview - Part Two.vtt

5.7 KB

13. Keras Convolutional Neural Networks with MNIST.mp4

87.9 MB

13. Keras Convolutional Neural Networks with MNIST.vtt

21.4 KB

14. Keras Convolutional Neural Networks with CIFAR-10.mp4

79.6 MB

14. Keras Convolutional Neural Networks with CIFAR-10.vtt

14.4 KB

15. LINK FOR CATS AND DOGS ZIP.html

0.3 KB

15.1 LINK FOR CATS AND DOGS ZIP.html

0.1 KB

16. Deep Learning on Custom Images - Part One.mp4

90.9 MB

16. Deep Learning on Custom Images - Part One.vtt

20.0 KB

17. Deep Learning on Custom Images - Part Two.mp4

144.4 MB

17. Deep Learning on Custom Images - Part Two.vtt

25.7 KB

18. Deep Learning and Convolutional Neural Networks Assessment.mp4

21.0 MB

18. Deep Learning and Convolutional Neural Networks Assessment.vtt

3.9 KB

19. Deep Learning and Convolutional Neural Networks Assessment Solutions.mp4

53.3 MB

19. Deep Learning and Convolutional Neural Networks Assessment Solutions.vtt

8.3 KB

2. Machine Learning Basics.mp4

36.2 MB

2. Machine Learning Basics.vtt

10.5 KB

20. Introduction to YOLO v3.mp4

22.9 MB

20. Introduction to YOLO v3.vtt

4.4 KB

21. YOLO Weights Download.html

0.3 KB

21.1 Link for Weights h5 file (same as link in article and next lecture).html

0.1 KB

22. YOLO v3 with Python.mp4

175.0 MB

22. YOLO v3 with Python.vtt

25.4 KB

22.1 Link for weights h5 file (same as link from previous lecture).html

0.1 KB

3. Understanding Classification Metrics.mp4

81.3 MB

3. Understanding Classification Metrics.vtt

20.4 KB

4. Introduction to Deep Learning Topics.mp4

7.1 MB

4. Introduction to Deep Learning Topics.vtt

2.0 KB

5. Understanding a Neuron.mp4

23.2 MB

5. Understanding a Neuron.vtt

7.0 KB

6. Understanding a Neural Network.mp4

30.8 MB

6. Understanding a Neural Network.vtt

8.8 KB

7. Cost Functions.mp4

19.6 MB

7. Cost Functions.vtt

4.8 KB

8. Gradient Descent and Back Propagation.mp4

17.7 MB

8. Gradient Descent and Back Propagation.vtt

4.6 KB

9. Keras Basics.mp4

102.5 MB

9. Keras Basics.vtt

22.3 KB

/9. Capstone Project/

1. Introduction to CapStone Project.mp4

10.4 MB

1. Introduction to CapStone Project.vtt

1.2 KB

1.1 07-Capstone-Project.zip.zip

17.1 KB

2. Capstone Part One - Variables and Background function.mp4

40.6 MB

2. Capstone Part One - Variables and Background function.vtt

10.2 KB

3. Capstone Part Two - Segmentation.mp4

38.0 MB

3. Capstone Part Two - Segmentation.vtt

7.4 KB

4. Capstone Part Three - Counting and ConvexHull.mp4

93.2 MB

4. Capstone Part Three - Counting and ConvexHull.vtt

16.9 KB

5. Capstone Part Four - Bringing it all together.mp4

91.3 MB

5. Capstone Part Four - Bringing it all together.vtt

13.9 KB

/

[FreeCourseLab.com].url

0.1 KB

 

Total files 216


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