The Complete Computer Vision Bootcamp: From Zero to Expert!

سرفصل های دوره

The modern Computer Vision course for everyone! Projects, challenges and theory. Many courses in one!

1 - Introduccion

1 - Introduction to the Course

2 - Working in MATLAB

2 - Working-in-MATLAB.pdf

2 - The Digital Image

3 - Basic Concepts

3 - Basic-Concepts.pdf

4 - Discretization of the Image

4 - Discretization-of-the-Image.pdf

5 - Working with Images

5 - Working-with-Images.pdf

5 - disk.zip

5 - workingwithimages.zip

6 - Domain Evaluation

6 - domainevaluation.zip

7 - How to Save an Image

7 - How-to-Save-an-Image.pdf

7 - howtosaveimage.zip

8 - Mesh Function

8 - Mesh-Function.pdf

8 - disk.zip

8 - mesh.zip

3 - Image Quantification

9 - Introduction to Colour Quantification

9 - Introduction-to-Colour-Quantification.pdf

9 - flowers.zip

9 - introductiontocolourquantification.zip

10 - RGB and HSI Models

10 - RGB-and-HSI-Models.pdf

10 - flowers.zip

10 - rgbandhsimodels.zip

4 - Image Preprocessing

11 - Introduction to Image Preprocessing

11 - Introduction-to-Image-Preprocessing.pdf

12 - Image Information Retrieval

12 - Image-Information-Retrieval.pdf

12 - imageinformationretrieval.zip

12 - what-is.zip

13 - Gray Level Histogram

13 - Gray-Level-Histogram.pdf

13 - graylevelhistogram.zip

13 - what-is.zip

14 - Histogram Equalization

14 - Histogram-Equalization.pdf

14 - histogramequalization.zip

14 - what-is.zip

15 - Affine Transformation

15 - Affine-Transformation.pdf

15 - affine-transformation.zip

15 - lenna.zip

16 - Arithmetic Operations

16 - Arithmetic-Operations.pdf

16 - cars1.zip

16 - cars2.zip

16 - cars3.zip

16 - imagesubtraction.zip

17 - Quality Control Project Statement

17 - Quality-Control-Statement.pdf

17 - Quality-Control-using-the-difference-image.pdf

17 - tablets1.zip

17 - tablets2.zip

18 - Quality Control Project Solution Part 1

18 - Quality-Control-Statement.pdf

18 - Quality-Control-using-the-difference-image.pdf

18 - qualitycontrolsolutionpart1.zip

18 - tablets1.zip

18 - tablets2.zip

19 - Quality Control Project Solution Part 2

19 - Quality-Control-Statement.pdf

19 - Quality-Control-using-the-difference-image.pdf

19 - tablets1.zip

19 - tablets2.zip

20 - Introduction to Convolution

20 - Introduction-to-Convolution.pdf

21 - ScriptExecution.pdf

21 - Working with Convolution

21 - Working-with-Convolution.pdf

21 - workingwithconvolution.zip

22 - Image Noise and Smoothing Filters

22 - Image-Noise-and-Smoothing-Filters.pdf

22 - gull.zip

22 - imagenoise-script.zip

23 - Contour Detection

23 - Contour-Detection.pdf

23 - contourdetection-script.zip

23 - rabb.zip

5 - Morphological Image Processing

24 - Introduction to Morphological Image Processing

24 - Introduction-to-Morphological-Image-Processing.pdf

25 - Dilations

25 - Dilations.pdf

25 - dilationscript.zip

25 - stain.zip

26 - Erosions

26 - Erosions.pdf

26 - erosionscript.zip

26 - stain.zip

27 - Morphological Gradients

27 - Morphological-Gradients.pdf

27 - scriptmorphologicalgradients.zip

27 - spaces.zip

28 - Distance Transform

28 - Distance-Transform.pdf

28 - cells.zip

28 - scriptdistancetransform.zip

29 - Conditional Dilation and Reconstruction

29 - Conditional-Dilation-and-Reconstruction.pdf

29 - scriptconditionaldilationandreconstruction.zip

29 - setofcells.zip

30 - Challenge 1 Wrench Reconstruction

30 - Wrench-Reconstruction.pdf

30 - kit.zip

30 - solutionwrenchreconstruction.zip

31 - Challenge 2 Greek Symbols

31 - Greek-Symbols.pdf

31 - solutiongreeksymbols.zip

31 - symbols.zip

32 - Challenge 3 Closed Holes

32 - Closed-Holes.pdf

32 - holes.zip

32 - solutionclosedholes.zip

33 - Opening and Closing

33 - Opening-and-Closing.pdf

33 - script.zip

33 - stain.zip

34 - Gear Detection

34 - Gear-Detection.pdf

34 - scriptgeardetection.zip

35 - Skeletons

35 - Skeletons.pdf

35 - cities.zip

35 - scriptskeleton.zip

36 - Morphology for Multilevel Images

36 - Morphology-for-Multilevel-Images.pdf

36 - barcode.zip

36 - script.zip

37 - Noise Elimination

37 - Noise-Elimination.pdf

37 - passerines.zip

37 - scriptnoiseelimination.zip

38 - Final Applications

38 - Final-Applications.pdf

38 - scriptfinalapplications.zip

38 - symbols.zip

38 - verticals.zip

38 - water.zip

39 - Capping-of-Cell-Nuclei.pdf

39 - Multilevel Reconstruction Capping of Cell Nuclei

39 - cellsnuclei.zip

39 - scriptsolution.zip

40 - Border-Structures.pdf

40 - Multilevel Reconstruction Border Structures

40 - rice.zip

40 - scriptborderstructures.zip

41 - Regional Maxima and Minima

41 - Regional-Maxima-and-Minima.pdf

41 - scriptregionalextrema.zip

41 - tablets.zip

6 - Image Binarization

42 - Introduction to Image Binarization

42 - Introduction-to-Image-Binarization.pdf

43 - Techniques to Binarize an Image

43 - Techniques-to-Binarize-an-Image.pdf

43 - places.zip

43 - rabbit.zip

43 - rice.zip

43 - scripttechniquestobinarize.zip

44 - Labeling

44 - Labeling.pdf

44 - rice.zip

44 - scriptlabeling.zip

7 - Image Segmentation

45 - Introduction to Image Segmentation

45 - Introduction-to-Image-Segmentation.pdf

46 - Canny Edge Detector

46 - Canny-Edge-Detector.pdf

46 - scriptcannyedgedetector.zip

47 - Watershed

47 - Watershed.pdf

47 - scriptwatershed.zip

48 - Automatic Markers Acquisition

48 - Automatic-Markers-Acquisition.pdf

48 - rabbit.zip

48 - script.zip

49 - Script-Solution.pdf

49 - Separation of Objects

49 - Separation-of-Objects.pdf

49 - cells.zip

49 - scriptseparationofobjects.zip

50 - KMeans Clustering

50 - K-Means-Clustering.pdf

51 - KMeans Clustering Application

51 - K-Means-Clustering-Application.pdf

51 - Script-Output.pdf

51 - greens.zip

51 - kmeansscript.zip

139,000 تومان

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تولید کننده: Udemy-Training