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https://www.eventshigh.com/detail/chennai/9387cea0fb85e5dd10ebe4944f27a168-2-days-workshop-on-image

2 Days Workshop on Image processing and computer vision

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Sat, 14 Mar 10:00AM - Sun, 15 Mar 5:00PM
3G Institute of Research Policy Studies
Rs 1800
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2 Days Workshop On Image Processing And Computer Vision

AGENDA

1.  Introduction   

2.  Python and required packages

2.1 Numpy and scipy

2.1.1 Windows      

2.1.2 Osx

2.1.3 Linux    

2.2 Matplotlib

2.2.1 All platforms 

2.3 Opencv    

2.3.1 Linux and osx

2.3.2 Windows      

2.4 Mahotas   

2.4.1 All platforms 

2.5 Scikit-learn      

2.5.1 All platforms 

2.6 Scikit-image     

2.7 Skip the installation 

3. Loading, displaying and saving    

4. Image basics      

4.1 What is a pixel?

4.2 Overview of the coordinate system 

4.3 Accessing and manipulating pixels 

5. Drawing     

5.1 Lines and rectangles

5.2 Circles     

6. Image processing      

6.1 Image transformations     

6.1.1 Translation    

6.1.2 Rotation

6.1.3 Resizing

6.1.4 Flipping

6.1.5 Cropping

6.2 Image arithmetic      

6.3 Bitwise operations   6.4 Masking   

6.5 Splitting and merging channels

6.6 Color spaces    

7. Histograms 

7.1 Using OpenCV to compute histograms     

7.2 Grayscale histograms      

7.3 Color histograms     

7.4 Histogram equalization    

7.5 Histograms and masks    

8. Smoothing and blurring     

8.1 Averaging

8.2 Gaussian  

8.3 Median     

8.4 Bilateral   

9. Thresholding     

9.1 Simple thresholding 

9.2 Adaptive thresholding     

9.3 Otsu and riddler-calvard  

10. Gradients and edge detection   

10.1 Laplacian and Sobel       

10.2 Canny edge detector      

11. Contours  

11.1 Counting coins      

12. Projects

12.1 Video Processing

12.2 Face Recognition

12.3 Age and Gender Detection

12.4 OCR

12.5 Object Tracking

12.6 Object Detection

12.7 Drowsiness Detection

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3G Institute of Research Policy Studies A Block 6th floor IIT Madras Research Park, 32, Kanagam Rd, Kanagam, Tharamani, Chennai, Tamil Nadu 600113, India
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EventsHigh Specials, face recognition, image processing, computer vision, matplotlib, numpy, linux, scipy, gender, opencv, technology, classes and workshops, art classes and workshops, tech workshops,