OpenCV5_Image_Smoothing&Blurring.ipynb

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 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Bluring from self made kernal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "img= cv2.imread('watch.jpg')\n",
    "kernal= np.ones((15,15), np.float32)/225\n",
    "smooth= cv2.filter2D(img, -1, kernal)\n",
    "cv2.imshow('Original Image',img)\n",
    "cv2.imshow('Smoothened Image',smooth)\n",
    "cv2.waitKey(0)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Gaussian Blur"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "img= cv2.imread('watch.jpg')\n",
    "\n",
    "blur= cv2.GaussianBlur(img, (15,15),0)\n",
    "\n",
    "cv2.imshow('Original Image',img)\n",
    "cv2.imshow('Blured Image',blur)\n",
    "cv2.waitKey(0)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Median Blur"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "img= cv2.imread('watch.jpg')\n",
    "\n",
    "blur= cv2.medianBlur(img, 15)\n",
    "\n",
    "cv2.imshow('Original Image',img)\n",
    "cv2.imshow('Blured Image',blur)\n",
    "cv2.waitKey(0)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Bilateral Blur"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "img= cv2.imread('watch.jpg')\n",
    "\n",
    "blur= cv2.bilateralFilter(img, 15, 75, 75)\n",
    "\n",
    "cv2.imshow('Original Image',img)\n",
    "cv2.imshow('Blured Image',blur)\n",
    "cv2.waitKey(0)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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