Curriculum
DAY 1-Getting Started With Matlab
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Loops and Functions
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Plots and Graphs
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Import and Export various file formats
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Day 2 -Image Processing using Matlab
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- How to read and store various image file formats (6:57)
- Types of Images (3:57)
- Mathematical Operations on Image (6:54)
- Channel Separation (6:07)
- Colour Space Conversion (5:45)
- Edge Detection (3:20)
- Thresholding and Image Segmentation (4:37)
- Histogram Equalization and Contrast Enhancement (2:30)
- Noise and Filtering (3:47)
- Boundary Labeling and Counting (4:18)
- Download PPT
- Day2 Webinar YouTube (45:59)
Day 3-Video Processing using Matlab
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- How to Read Video (8:06)
- How to Resize Video (6:57)
- How to Store Frames (5:01)
- How to Convert Frames to Video (7:04)
- How to capture frames from webcam (2:59)
- Real time edge detection (6:07)
- Adding Noise to Video (5:53)
- Remove Noise in Video- Median Filter (3:13)
- Download PPT
- Day 3 Webinar Youtube (56:33)
Day 4- Medical Image Processing using Matlab
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Day 5-Graphical User Interface using Matlab
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Day 6 Application Design using Matlab App Designer
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Day -7 Computer Vision using Matlab
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Day-8 Fuzzy Logic Control using Matlab
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Day-9 Neural Network Design using Matlab
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Day 10 - Machine Learning using Matlab
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Day 11 -Deep Learning using Matlab
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Day 12 -Neuro Fuzzy Designer using Matlab
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Day13- Image Segmentation using Matlab
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Day-14 Image Compression using Matlab
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Day 15-Feature Extraction using Matlab
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- Wavelet Feature Extraction (7:52)
- DCT Feature Extraction (2:48)
- Harris Feature Extraction (3:24)
- HoG Feature Extraction (4:29)
- LBP Feature Extraction (8:02)
- MSER Feature Extraction (2:48)
- Surf Feature Extraction (8:22)
- Eigen Feature Extraction (2:07)
- Fast Feature Extraction (2:32)
- Download PPT
- Day 15 Webinar Youtube (53:33)
Day 16 Face Recognition using Matlab
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Day 17 Real Time Object Detection using Matlab
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Day 18 Image Denoising using Matlab
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Day 19 Arduino Programming using Matlab
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Day 20- Image Quality Metrics using Matlab
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Day 21 -Steganography Using Matlab
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Day 22- Augmented Reality using Matlab
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Day 23 - Raspberry PI Programming using Matlab
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Day 24 -Jetson Nano programming using Matlab
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Day 25 Audio Processing using Matlab
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Day 26 Speech Processing using Matlab
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Day 27 Cryptography using Matlab
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Day 28 Machine learning and IoT using Matlab
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Day 29-SLAM Using Matlab
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Day 30 - Semantic Segmentation using Matlab
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LSTM Using Matlab-Bonus Lecture
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