Challenge pokemon

Ashu1318 · April 2, 2021, 3:39pm

sir can u plz tell me what steps should i take to get high accuracy currently im getting only 29%…
here is my notebook ----->>>

github.com

0013am/data-science/blob/main/ERR/Ash.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from keras_preprocessing import image\n",
    "import cv2\n",
    "import os\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,

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Ashu1318 · April 2, 2021, 3:41pm

sir decision function shape se kya jyada impact pdta hai ??

prashant_ml · April 3, 2021, 11:09am

hey @Ashu1318 ,
there are a lot of things to keep in mind while working with images

Image processing ( similar to feature engineering )
a. in what manner to load image , what channels to take , what size , etc.
Modelling
a. Will simple conventional models will work fine or not. Or you need to choose deep learning methods. As we have seen that , CNN are the best to work on images.
b. What models to choose.
Like currently you working with svm , but maybe any other might work better.

So just try them and you can surely got good results.

prashant_ml · April 10, 2021, 6:40pm

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