Scientific Python: a collection of science oriented python examples
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Notebooks
Python
Interpolation
Data Analysis
Ordinary Differential Equations
Image Processing
Support Material
Examples
Coins detection
Face detection with OpenCv
Hubble eXtrem Deep Field
Image processing
Advanced Example: orientation and aspect ratio
Exercices
Optimization
Machine Learning
Scientific Python: a collection of science oriented python examples
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Files in this folder:
balls.jpg
bugs.jpg
coins.jpg
Table of contents:
Coins detection
Setup
Open the file
Plot the histogram
Thresholding
Erosion + Labeling
Sobel filter
Localization of centers
Face detection with OpenCv
Setup
Open and plot the image
Haar cascade classifiers
Real time face detection with your webcam
Hubble eXtrem Deep Field
Setup
Open the image
Channel identification
Plot the histogram
Thresholding the channels
3D plot for fun
Convex hull
Image processing
Conversion to grayscale
Histogram
Thresholding
Erosion / Dilation
Labeling
Advanced Example: orientation and aspect ratio
Inertia matrix of an object
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