有人可以解释我不同类型的图像模式吗?

时间:2017-12-17 11:56:51

标签: python python-imaging-library

在此处输入图片说明Image from PIL module

我是这个图像处理的新手。为什么我问这个问题是因为我有一个适用于RGB模式但不适用于P模式的代码? 所以我得出的结论是它与模式有关。我做了一些关于模式的基础研究。但没有找到任何简单的解释。如果有人可以帮助我理解这一点,将会有所帮助。

代码:

image=Image.open('image.png')
image.load()

image_data = np.asarray(image)
image_data_bw = image_data.max(axis=2)
non_empty_columns = np.where(image_data_bw.max(axis=0)>0)[0]
non_empty_rows = np.where(image_data_bw.max(axis=1)>0)[0]
cropBox = (min(non_empty_rows), max(non_empty_rows), min(non_empty_columns), max(non_empty_columns))

image_data_new = image_data[cropBox[0]:cropBox[1]+1, cropBox[2]:cropBox[3]+1 , :]

new_image = Image.fromarray(image_data_new)
new_image.save('cropped_image.png')

Codesource

输入到图片后面的代码:

Image_1 输出应如下图所示(裁剪到图片的边缘。请点击图片进行理解):

Cropped_Image

此图像处于RGBA模式。因此代码适用于此类图像。但不是P模式下的图像。

错误: 我在P模式下遇到错误: 轴2超出了维2的数组

2 个答案:

答案 0 :(得分:1)

您发现的答案通过使用numpy极大地使过程复杂化。 PIL库本身支持此用例,使用image.getbbox()image.crop()方法:

cropbox = image.getbbox()
new_image = image.crop(cropbox)

这适用于所有不同的模式,无论如何。 image.getbbox()生成的庄稼大小与numpy路线生成的庄稼大小完全相同。

答案 1 :(得分:0)

<html>

<head>
  <title>
    excel sheet
  </title>

  <link rel="stylesheet" type="text/css" href="style.css">
</head>

<body>

  <script src="table2excel.js"></script>

  <input type="button" onclick="table2excel('testTable', 'Analysis Results')" value="Export to Excel" />
  <div id="hidTable">

    <table id="testTable">
      <tr>
        <td class="xl67">Pre Approval form for marketing Claims</td>
      </tr>
      <tr>
        <td class="xl68" colspan="2" rowspan="2" style='height:40.50pt;border-right:.5pt solid windowtext;border-bottom:.5pt solid windowtext ;'>
          <pre>Dealer Name:</pre>
          <input id="tab1" type="text" style="width: 150px; padding-top: 2px; ">
        </td>
        <td class="xl68" colspan="3" style='border-right:.5pt solid windowtext; border-bottom:initial;'>
          <pre>Request Number</pre>

          <input id="tab2" type="text" style="width: 95px; padding-top: 2px;">
        </td>

        <td class="xl68" colspan="2" style='border-right:.5pt solid windowtext;border-bottom:initial;'>
          <pre>Date Issued:</pre>

          <input id="tab3" type="text" style="width: 75px; padding-top: 2px;">
        </td>
      </tr>
      <tr>
        <td class="xl71" colspan="3" style='border-right:.5pt solid windowtext;border-bottom:.5pt solid windowtext;'></td>

        <td class="xl71" colspan="2" style='border-right:.5pt solid windowtext;border-bottom:.5pt solid windowtext;'></td>
      </tr>
      <tr>
        <td class="xl74">Start Date:</td>
        <td class="xl75">
          <input type="text" style="width: 150px ;   padding-top: 2px;" />
        </td>
        <td class="xl76"></td>
        <td class="xl77" style='border-right:.5pt solid windowtext;border-bottom:.5pt solid windowtext;'></td>
        <td class="xl74">End Date:
        </td>
        <td class="xl78" colspan="2" style='border-right:.5pt solid windowtext;border-bottom:.5pt solid windowtext;'>
          <input type="text" style="width: 120px; padding-top: 2px;">
        </td>
      </tr>
      <tr>
        <td class="xl80" colspan="7" style='height:15.75pt;border-right:.5pt solid windowtext;border-bottom:.5pt solid windowtext;'>Type of Marketing Activity<span style='mso-spacerun:yes;'>&nbsp;</span></td>
      </tr>
      <tr style='height:38.25pt;'>
        <td class="xl83" style='height:38.25pt;'>Print Advert
        </td>
        <td class="xl84">Name of Publication</td>
        <td class="xl85">Size sqm/sqf</td>
        <td class="xl85">Cost per sqm/sqf</td>
        <td class="xl86"># of Inserts</td>
        <td class="xl87">Cost per insert</td>
        <td class="xl86">total Cost</td>
      </tr>
      <tr>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="magazine" name="magazine" value="magazine" />
          <label for="magazine">Magazine</label>
        </td>
        <td class="xl89">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="numVal1" id="qty" onkeyup="getValues()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="numVal2" id="price" onkeyup="getValues()" style="width:152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="numVal3" id="discount" onkeyup="getValues()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="numVal5" id="freight" onkeyup="getValues()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="totalValue" id="total" style="width:60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="Newspaper" name="Newspaper" value="Newspaper" />
          <label for="Newspaper">Newspaper</label>
        </td>
        <td class="xl89">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl89">
          <input type="text" class="value1" id="quantity" onkeyup="getnews()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl89">
          <input type="text" class="value2" id="priceRange" onkeyup="getnews()" style="width: 152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="value3" id="discountPer" onkeyup="getnews()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="value5" id="Offer" onkeyup="getnews()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="totalrock" id="totalCost" style="width:60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="Directories" value="Directories" />Directories
        </td>
        <td class="xl89">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl89">
          <input type="text" class="sam1" id="quantity1" onkeyup="getDir()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl89">
          <input type="text" class="sam2" id="priceRange1" onkeyup="getDir()" style="width: 152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="sam3" id="discountPer1" onkeyup="getDir()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="sam5" id="Offer1" onkeyup="getDir()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="totalRock" id="totalSam" style="width:60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="NewspaperInserts" value="NewspaperInserts" />Newspaper No.
        </td>
        <td class="xl89">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl89">
          <input type="text" class="sam11" id="quantity11" onkeyup="getPaper()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl89">
          <input type="text" class="sam22" id="priceRange11" onkeyup="getPaper()" style="width: 152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="sam33" id="discountPer11" onkeyup="getPaper()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="sam55" id="Offer11" onkeyup="getPaper()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="totalRock1" id="totalPaper" style="width:60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="Journals" value="Journals" />Journals
        </td>
        <td class="xl89">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl89">
          <input type="text" class="sam111" id="quantity111" onkeyup="getJourn()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl89">
          <input type="text" class="sam222" id="priceRange111" onkeyup="getJourn()" style="width: 152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="sam333" id="discountPer111" onkeyup="getJourn()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="sam555" id="Offer111" onkeyup="getJourn()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="totalRock11" id="totalJourn" style="width:60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl90" style='height:21.00pt;'>Position of the Advert</td>
        <td class="xl86" colspan="6" style='border-right:.5pt solid border-bottom:.5pt solid'>
        </td>
      </tr>
      <tr style='height:39.00pt;'>
        <td class="xl92" style='height:39.00pt;'>Out Door Advertising</td>
        <td class="xl86">Location</td>
        <td class="xl85">Size sqm/sqf</td>
        <td class="xl85">Cost per sqm/sqf</td>
        <td class="xl86">Per Month</td>
        <td class="xl86">Period</td>
        <td class="xl86">total Cost</td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="hoardings" name="hoardings" value="hoardings" />Hoardings
        </td>
        <td class="xl93">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="hoard1" id="mage1" onkeyup="getHoard()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="hoard2" id="mage2" onkeyup="getHoard()" style="width:152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="hoard3" id="mage3" onkeyup="getHoard()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="hoard5" id="mage5" onkeyup="getHoard()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="mageRock" id="totalHoard" style="width:60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="MobileBillboards" name="Mobile Billboards" value="MobileBillboards" />Mobile Bill
        </td>
        <td class="xl93">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl94">
          <input type="text" class="bill1" id="mage11" onkeyup="getBill()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="bill2" id="mage22" onkeyup="getBill()" style="width:152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="bill3" id="mage33" onkeyup="getBill()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="bill5" id="mage55" onkeyup="getBill()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="mageBill" id="totalBill" style="width:60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" height="28" style='height:21.00pt;'>
          <input type="checkbox" id="Posters" name="Posters" value="Posters" />Posters
        </td>
        <td class="xl93">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl94">
          <input type="text" class="post1" id="mage111" onkeyup="getPost()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="post2" id="mage222" onkeyup="getPost()" style="width: 152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="post3" id="mage333" onkeyup="getPost()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="post5" id="mage555" onkeyup="getPost()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="magePost" id="totalPost" style="width: 60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="VinylBanners" name="Vinyl Banners" value="VinylBanners" />Vinyl Banners
        </td>
        <td class="xl90">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl95">
          <input type="text" class="post11" id="ban1" onkeyup="getBan()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="post22" id="ban2" onkeyup="getBan()" style="width:152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="post33" id="ban3" onkeyup="getBan()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="post55" id="ban5" onkeyup="getBan()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="mageBan" id="totalBan" style="width: 60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="LEDDisplays" name="LED Displays" value="LEDDisplays" />
          <label for="LEDDisplays">LED Displays</label>
        </td>
        <td class="xl90">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl95">
          <input type="text" class="post111" id="ban11" onkeyup="getLed()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="post222" id="ban22" onkeyup="getLed()" style="width: 152px; padding-top: 2px;" />
        </td>
        <td class="xl91">
          <input type="text" class="post333" id="ban33" onkeyup="getLed()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="post555" id="ban55" onkeyup="getLed()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="mageLed" id="totalLed" style="width: 60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:15.00pt;'>
        <td class="xl96" style='height:15.00pt;'>Digital Marketing</td>
        <td class="xl97"></td>
        <td class="xl98"></td>
        <td class="xl97"></td>
        <td class="xl97"></td>
        <td class="xl97"></td>
        <td class="xl99"></td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl100" colspan="2" style='height:21.00pt;border-right:.5pt solid border-bottom:.5pt solid'>
          <input type="checkbox" id="GoogleAdwords" name="Google Adwords" value="GoogleAdwords" />Google Adwords
        </td>
        <td class="xl102" colspan="3" style='border-right:none;  border-bottom:.5pt solid windowtext;'>
          <input type="text" style="width: 300px; padding-top: 2px;" />
        </td>
        <td class="xl103"></td>
        <td class="xl104"></td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl105" colspan="2" style='height:21.00pt;border-right:.5pt  border-bottom:.5pt solid '>
          <input type="checkbox" id="SocialMediaMarketing" name="Social Media Marketing" value="SocialMediaMarketing" />Social Media Marketing
        </td>
        <td class="xl107" colspan="3" style='border-right:none; border-bottom:.5pt solid'>
          <input type="text" style="width: 300px; padding-top: 2px;" />
        </td>
        <td class="xl108"></td>
        <td class="xl109"></td>
      </tr>
      <tr style='height:29.25pt;'>
        <td class="xl110" style='height:29.25pt;'>
          Electronic Adverts</td>
        <td class="xl86">City/Station/Channel</td>
        <td class="xl86">No of Spots</td>
        <td class="xl111">Duration</td>
        <td class="xl86">Cost</td>
        <td class="xl91">Cost for durtation</td>
        <td class="xl90"></td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="MultiplexAdv." name="Multiplex Adv." value="MultiplexAdv." />Multiplex Adv.
        </td>
        <td class="xl93">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl94">
          <input type="text" class="multi1" id="multi11" onkeyup="getMulti()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="multi2" id="multi22" onkeyup="getMulti()" style="width:152px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="multi3" id="multi33" onkeyup="getMulti()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="multi5" id="multi55" onkeyup="getMulti()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="mageMulti" id="totalMulti" style="width: 60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="RadioSpots" name="Radio Spots" value="RadioSpots" />Radio Spots
        </td>
        <td class="xl93">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl94">
          <input type="text" class="radio1" id="radio11" onkeyup="getRadio()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="radio2" id="radio22" onkeyup="getRadio()" style="width:152px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="radio3" id="radio33" onkeyup="getRadio()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="radio5" id="radio55" onkeyup="getRadio()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="mageRadio" id="totalRadio" style="width: 60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:21.00pt;'>
        <td class="xl88" style='height:21.00pt;'>
          <input type="checkbox" id="TVAds" name="TV Ads" value="TVAds" />TV Ads
        </td>
        <td class="xl93">
          <input type="text" style="width: 128px; padding-top: 2px;" />
        </td>
        <td class="xl94">
          <input type="text" class="tv1" id="tv11" onkeyup="getTv()" style="width: 75px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="tv2" id="tv22" onkeyup="getTv()" style="width:152px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="tv3" id="tv33" onkeyup="getTv()" style="width: 70px; padding-top: 2px;" />
        </td>
        <td class="xl93">
          <input type="text" class="tv5" id="tv55" onkeyup="getTv()" style="width: 65px; padding-top: 2px;" />
        </td>
        <td class="xl90">
          <input type="text" class="mageTv" id="totalTv" style="width: 60px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:18.00pt;'>
        <td class="xl786    " colspan="7" rowspan="5" style='height:90.00pt;border-right:.5pt solid windowtext; border-bottom:.5pt solid windowtext;'>working description
          <br />
          <textarea rows="6" cols="140" name="comment" form="usrform"></textarea>
        </td>
      </tr>
      <tr style='height:18.00pt;mso-height-source:userset;mso-height-alt:360;'></tr>
      <tr style='height:18.00pt;mso-height-source:userset;mso-height-alt:360;'></tr>
      <tr style='height:18.00pt;mso-height-source:userset;mso-height-alt:360;'></tr>
      <tr style='height:18.00pt;mso-height-source:userset;mso-height-alt:360;'></tr>
      <tr style='height:2.00pt;'></tr>

      <tr style='height:15.00pt;'>
        <td class="xl115" colspan="7" style='height:15.00pt;border-right:.5pt solid border-bottom:.5pt solid '>Contact Details of Media to be Used</td>
      </tr>
      <tr class="xl65" style='height:19.50pt;'>
        <td class="xl88" style='height:19.50pt;'>Contact Person</td>
        <td class="xl88" colspan="2" style='border-right:.5pt solid border-bottom:.5pt solid '>
          <input type="text" style="width: 180px; padding-top: 2px;" />
        </td>
        <td class="xl86" colspan="4" style='border-right:.5pt solid border-bottom:.5pt solid'> Email Address</td>
      </tr>
      <tr class="xl65" style='height:19.50pt;'>
        <td class="xl88" style='height:19.50pt;'>Contact Number</td>
        <td class="xl88" colspan="2" style='border-right:.5pt solid border-bottom:.5pt solid '>
          <input type="text" style="width: 180px; padding-top: 2px;" />
        </td>
        <td class="xl86" colspan="4" style='border-right:.5pt solid border-bottom:.5pt solid '>
          <input type="text" style="width: 272px; padding-top: 2px;" />
        </td>
      </tr>
      <tr style='height:15.00pt;'>
        <td class="xl70" colspan="7" style='height:15.00pt;border-right:none;border-bottom:none;'>For ABC
        </td>
      </tr>
      <tr style='height:15.00pt;'>
        <td class="xl96" style='height:15.00pt;'>Checklist </td>
        <td class="xl116"></td>
        <td class="xl99"></td>
        <td class="xl117"></td>
        <td class="xl116"></td>
        <td class="xl118"></td>
        <td class="xl99"></td>
      </tr>
      <tr style='height:15.75pt;'>
        <td class="xl119" style='height:15.75pt;'>
          <input type="checkbox" id="Artwork" name="Artwork" value="Artwork " />Artwork or Design Approval By ABC
        </td>
        <td class="xl66"></td>
        <td class="xl120"></td>
        <td class="xl121">
          <input type="checkbox" id="Sample" name="Sample" value="Sample " />Sample Artwork included
        </td>
        <td class="xl66" colspan="2" style='mso-ignore:colspan;'>
        </td>
        <td class="xl120"></td>
      </tr>
      <tr style='height:15.75pt;'>
        <td class="xl119" style='height:15.75pt;'>
          <input type="checkbox" id="Cost" name="Cost" value="Cost " />Cost Approval by ABC
        </td>
        <td class="xl66"></td>
        <td class="xl120"></td>
        <td class="xl121">
          <input type="checkbox" id="Image" name="Image" value="Image" />Sample Image included
        </td>
        <td class="xl66" colspan="2">
        </td>
        <td class="xl120"></td>
      </tr>
      <tr style='height:15.75pt;'>
        <td class="xl119" style='height:15.75pt;'>
          <input type="checkbox" id="Location" name="Cost" value="Location" />Location:
        </td>
        <td class="xl122"></td>
        <td class="xl123"></td>
        <td class="xl121">
          <input type="checkbox" id="Costing" name="Costing" value="Costing" />Costing included
        </td>
        <td class="xl66" colspan="2">
        </td>
        <td class="xl120"></td>
      </tr>




    </table>
  </div>
</body>

</html>

This code completely crops the image to the edges. Only if the images are having alpha channel, you might have to remove that channel by converting it.

ex. If it is a RGBA mode make it RGB and then use from PIL import Image img = Image.open('Image.png') print(x,y) img.show() cropbox_1 = img.getbbox() new_image_1 = img.crop(cropbox_1) new_image_1.save('Cropped_image,png') new_image_1.show() .

getbbox()

addition of this should do the task.