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Computer Vision Study and Research Notebooks

This is a self reference repository for all my trial solutions for computer vision problems.

Most of the notebooks in this repository are not complete or left abandoned due to the lack of any further success in what I was trying to get to.

Some working ones

Name		Name	Last commit message	Last commit date
Latest commit History 83 Commits
algorithms		algorithms
misc		misc
mldata		mldata
resources		resources
util		util
.gitignore		.gitignore
Algorithm for Document Classification - Heuristics based.ipynb		Algorithm for Document Classification - Heuristics based.ipynb
Algorithm for Document structure analysis.ipynb		Algorithm for Document structure analysis.ipynb
Algorithm for detecting and extracting number plates from images of cars.ipynb		Algorithm for detecting and extracting number plates from images of cars.ipynb
Algorithm for finding label heirarchy.ipynb		Algorithm for finding label heirarchy.ipynb
Blur an image using kernal.ipynb		Blur an image using kernal.ipynb
Construction of Convex Hull using Graham Scan.ipynb		Construction of Convex Hull using Graham Scan.ipynb
Distance Measure for MST.ipynb		Distance Measure for MST.ipynb
Draw bounding box around contours .ipynb		Draw bounding box around contours .ipynb
Dummy Pan Card Generator.ipynb		Dummy Pan Card Generator.ipynb
EastPython.ipynb		EastPython.ipynb
Fill a form with random data.ipynb		Fill a form with random data.ipynb
Find a subimage within an image.py		Find a subimage within an image.py
Finding Squares in an image.ipynb		Finding Squares in an image.ipynb
Gaussian filter 1, 2 and 3 dimensional data.ipynb		Gaussian filter 1, 2 and 3 dimensional data.ipynb
Harris corner detector.ipynb		Harris corner detector.ipynb
Law of Cosines.ipynb		Law of Cosines.ipynb
Line Segmentation algorithm.ipynb		Line Segmentation algorithm.ipynb
MSER.ipynb		MSER.ipynb
Otsu Thresholding implementation.ipynb		Otsu Thresholding implementation.ipynb
PCA from scratch for 2 dimensional dataset.ipynb		PCA from scratch for 2 dimensional dataset.ipynb
PCA from scratch for 3 dimensional dataset.ipynb		PCA from scratch for 3 dimensional dataset.ipynb
Plotting an image on a 3D Graph.ipynb		Plotting an image on a 3D Graph.ipynb
Prewitt filter.ipynb		Prewitt filter.ipynb
Process of Harris Corner Detection Algorithm.ipynb		Process of Harris Corner Detection Algorithm.ipynb
README.md		README.md
Separate words in a line using VPP.ipynb		Separate words in a line using VPP.ipynb
Skew angle detection and correction using Hough Transform.ipynb		Skew angle detection and correction using Hough Transform.ipynb
Sobel Feldman filter.ipynb		Sobel Feldman filter.ipynb
Sobel filter a simple image array.ipynb		Sobel filter a simple image array.ipynb
Sobel–Feldman filter.ipynb		Sobel–Feldman filter.ipynb
Template Matching to find images within image.ipynb		Template Matching to find images within image.ipynb
Text Segmentation in Image.ipynb		Text Segmentation in Image.ipynb
Text detection with Stroke Width Transform.ipynb		Text detection with Stroke Width Transform.ipynb
Various ways of converting an image to grayscale.ipynb		Various ways of converting an image to grayscale.ipynb
book cleaner.ipynb		book cleaner.ipynb
car_reduced_colors.jpg		car_reduced_colors.jpg
car_sobel.jpg		car_sobel.jpg
color quantization kmeans.ipynb		color quantization kmeans.ipynb
create a random image using numpy 2.ipynb		create a random image using numpy 2.ipynb
digit recognizer.ipynb		digit recognizer.ipynb
emnsit alphabet recognition.ipynb		emnsit alphabet recognition.ipynb
euler project.ipynb		euler project.ipynb
facedetect.py		facedetect.py
filter regional maxima example.ipynb		filter regional maxima example.ipynb
finalimage.png		finalimage.png
finding cluster of collinear points.ipynb		finding cluster of collinear points.ipynb
girl_reduced.jpg		girl_reduced.jpg
girl_reduced_128_colors.jpg		girl_reduced_128_colors.jpg
girl_reduced_16_colors.jpg		girl_reduced_16_colors.jpg
haars face detection.ipynb		haars face detection.ipynb
hacker rank.ipynb		hacker rank.ipynb
index.html		index.html
keras mnsit 99% .ipynb		keras mnsit 99% .ipynb
keras mnsit.ipynb		keras mnsit.ipynb
kmeans_color_q.jpg		kmeans_color_q.jpg
median cut color quantization.ipynb		median cut color quantization.ipynb
mldata\keras_digits.h5		mldata\keras_digits.h5
oup.jpg		oup.jpg
out.jpg		out.jpg
output.png		output.png
pan1.jpg		pan1.jpg
pan1_scanned.jpg		pan1_scanned.jpg
pan1_scanned_with_data.jpg		pan1_scanned_with_data.jpg
pdf to image.ipynb		pdf to image.ipynb
read saved kera model.ipynb		read saved kera model.ipynb
skew_detection_based_on_horizontal_projections.ipynb		skew_detection_based_on_horizontal_projections.ipynb
smoothening the fonts in an old book.ipynb		smoothening the fonts in an old book.ipynb
standard digits recognizer using KNN.ipynb		standard digits recognizer using KNN.ipynb
step1_image.jpg		step1_image.jpg
sudoku extracting from newspaper image-keras-Chan-Vese.ipynb		sudoku extracting from newspaper image-keras-Chan-Vese.ipynb
sudoku extracting from newspaper image-keras.ipynb		sudoku extracting from newspaper image-keras.ipynb
sudoku extracting from newspaper image.ipynb		sudoku extracting from newspaper image.ipynb
sudoku extraction using contours.ipynb		sudoku extraction using contours.ipynb
testing radon.ipynb		testing radon.ipynb
uniform quantization.ipynb		uniform quantization.ipynb
uniform_quantized.jpg		uniform_quantized.jpg
vertical and horizontal projection of image.ipynb		vertical and horizontal projection of image.ipynb

muthuspark/ml_research

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