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Jupyter Notebook

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Jupyter Notebook is an open source json format created in 2014.

#1028on PLDB 10Years Old 138kRepos

Example from Linguist:
{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Morphological image operations\n", "\n", "** Bird Counting **\n", "\n", "I've used some simple morphological image operations from scipy.morphology module.\n", "\n", "The goal was to count how many birds were in an image\n", "\n", "Here are the steps taken :\n", "\n", "1. Load the image as an ndimage matrix object\n", "2. Filter all pixels for those with a color tone less than 100/255\n", "3. Get a binary representation of the pixels that satisfy the condition in step 2\n", "4. Apply some dilation and erosion in order to get rid of noise and isolate the birds\n", "5. Count all contiguous areas" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Original image:\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAV0AAADtCAYAAAAcNaZ2AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n0RrIbjRF6Z/BIghUB

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