{
  "fetched_at": "2026-10-20T06:52:29Z",
  "source_url": "https://www.kaggle.com/competitions/bangla-money-recognition/data",
  "pages": [
    {
      "name": "rules",
      "content": "This is a page where you can include rules that participants must accept before joining. You may wish to include rules like:\n\n - Don't cheat!\n - Apply yourself!\n - Have fun!\n",
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      "name": "data-description",
      "content": "Image classification problem. <br>\nNine Bangladeshi Banknote Data. Each image is ( 120, 250, 3 ) pixels.\n\nSubmit:\nId,Category",
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      "name": "Description",
      "content": "**Online Submission Deadline**\n14 December 2019 23:59 PM BD. By this time you can submit multiple times.\n\n<p>Maximum team member is two. Winners' team need to give a presentation about how the work was done.\nThe presentation will be held on 15 December at ICT Fest, NEUB\n</p>\n\nDataset: [Use this link](https://www.kaggle.com/nsojib/bangla-money)\n\nTest data: There are 333 images of 9 classs [1, 2, 5, 10, 20, 50, 100, 500, 1000 ]\n\n**### [Important] How to load Test data. Read this way to maintain the sequence.**\n<pre>\nimport os\npath='E:\\Testing'\ntest_files= [os.path.join(path,f) for f in os.listdir(path) if f.endswith('.jpg')]\nprint(test_files[:10]) #printing first 10 files.\n#Write your code here to load all the test images from filename.\n\nsps=[ im.replace(path+'\\\\', '')  for im in test_files]\ny_actual=array( [  sp[:sp.index('_')] for sp in sps], dtype=int)\nprint(y_actual[:10])\n#Calculate accuracy by compairing with y_actual\n</pre>\n\n\n\n<h3>Submission Format</h3>\n<p>The file should contain a header and have the following format:</p>\n<pre>Id,Category<br />0,1<br /><span style=\"font-size: 14px; line-height: 1.4em;\">1,20<br />2,10<br /></span><span style=\"font-size: 14px; line-height: 1.4em;\">3,100<br /></span><span style=\"font-size: 14px; line-height: 1.4em;\">etc.</span></pre>\n\n<h2> Test File Reading Order to get accuracy </h2>\n<pre>\n'1000_0.jpg',\n '1000_1.jpg',\n '1000_10.jpg',\n '1000_11.jpg',\n '1000_12.jpg',\n '1000_13.jpg',\n '1000_14.jpg',\n '1000_15.jpg',\n '1000_16.jpg',\n '1000_17.jpg',\n '1000_18.jpg',\n '1000_19.jpg',\n '1000_2.jpg',\n '1000_20.jpg',\n '1000_21.jpg',\n '1000_22.jpg',\n '1000_23.jpg',\n '1000_24.jpg',\n '1000_25.jpg',\n '1000_26.jpg',\n '1000_27.jpg',\n '1000_28.jpg',\n '1000_29.jpg',\n '1000_3.jpg',\n '1000_30.jpg',\n '1000_31.jpg',\n '1000_32.jpg',\n '1000_33.jpg',\n '1000_34.jpg',\n '1000_35.jpg',\n '1000_36.jpg',\n '1000_37.jpg',\n '1000_38.jpg',\n '1000_39.jpg',\n '1000_4.jpg',\n '1000_40.jpg',\n '1000_41.jpg',\n '1000_42.jpg',\n '1000_43.jpg',\n '1000_44.jpg',\n '1000_45.jpg',\n '1000_46.jpg',\n '1000_47.jpg',\n '1000_48.jpg',\n '1000_49.jpg',\n '1000_5.jpg',\n '1000_50.jpg',\n '1000_51.jpg',\n '1000_52.jpg',\n '1000_6.jpg',\n '1000_7.jpg',\n '1000_8.jpg',\n '1000_9.jpg',\n '100_0.jpg',\n '100_1.jpg',\n '100_10.jpg',\n '100_11.jpg',\n '100_12.jpg',\n '100_13.jpg',\n '100_14.jpg',\n '100_15.jpg',\n '100_16.jpg',\n '100_17.jpg',\n '100_18.jpg',\n '100_19.jpg',\n '100_2.jpg',\n '100_20.jpg',\n '100_21.jpg',\n '100_22.jpg',\n '100_23.jpg',\n '100_24.jpg',\n '100_25.jpg',\n '100_26.jpg',\n '100_27.jpg',\n '100_28.jpg',\n '100_29.jpg',\n '100_3.jpg',\n '100_30.jpg',\n '100_31.jpg',\n '100_32.jpg',\n '100_33.jpg',\n '100_34.jpg',\n '100_35.jpg',\n '100_36.jpg',\n '100_4.jpg',\n '100_5.jpg',\n '100_6.jpg',\n '100_7.jpg',\n '100_8.jpg',\n '100_9.jpg',\n '10_0.jpg',\n '10_1.jpg',\n '10_10.jpg',\n '10_11.jpg',\n '10_12.jpg',\n '10_13.jpg',\n '10_14.jpg',\n '10_15.jpg',\n '10_16.jpg',\n '10_17.jpg',\n '10_18.jpg',\n '10_19.jpg',\n '10_2.jpg',\n '10_20.jpg',\n '10_21.jpg',\n '10_22.jpg',\n '10_23.jpg',\n '10_24.jpg',\n '10_25.jpg',\n '10_26.jpg',\n '10_27.jpg',\n '10_28.jpg',\n '10_29.jpg',\n '10_3.jpg',\n '10_30.jpg',\n '10_31.jpg',\n '10_32.jpg',\n '10_33.jpg',\n '10_34.jpg',\n '10_35.jpg',\n '10_36.jpg',\n '10_4.jpg',\n '10_5.jpg',\n '10_6.jpg',\n '10_7.jpg',\n '10_8.jpg',\n '10_9.jpg',\n '1_0.jpg',\n '1_1.jpg',\n '1_10.jpg',\n '1_11.jpg',\n '1_12.jpg',\n '1_13.jpg',\n '1_14.jpg',\n '1_15.jpg',\n '1_16.jpg',\n '1_17.jpg',\n '1_18.jpg',\n '1_19.jpg',\n '1_2.jpg',\n '1_20.jpg',\n '1_3.jpg',\n '1_4.jpg',\n '1_5.jpg',\n '1_6.jpg',\n '1_7.jpg',\n '1_8.jpg',\n '1_9.jpg',\n '20_0.jpg',\n '20_1.jpg',\n '20_10.jpg',\n '20_11.jpg',\n '20_12.jpg',\n '20_13.jpg',\n '20_14.jpg',\n '20_15.jpg',\n '20_16.jpg',\n '20_17.jpg',\n '20_18.jpg',\n '20_19.jpg',\n '20_2.jpg',\n '20_20.jpg',\n '20_21.jpg',\n '20_22.jpg',\n '20_23.jpg',\n '20_24.jpg',\n '20_25.jpg',\n '20_26.jpg',\n '20_27.jpg',\n '20_28.jpg',\n '20_29.jpg',\n '20_3.jpg',\n '20_30.jpg',\n '20_31.jpg',\n '20_32.jpg',\n '20_33.jpg',\n '20_34.jpg',\n '20_35.jpg',\n '20_36.jpg',\n '20_4.jpg',\n '20_5.jpg',\n '20_6.jpg',\n '20_7.jpg',\n '20_8.jpg',\n '20_9.jpg',\n '2_0.jpg',\n '2_1.jpg',\n '2_10.jpg',\n '2_11.jpg',\n '2_12.jpg',\n '2_13.jpg',\n '2_14.jpg',\n '2_15.jpg',\n '2_16.jpg',\n '2_17.jpg',\n '2_18.jpg',\n '2_19.jpg',\n '2_2.jpg',\n '2_20.jpg',\n '2_21.jpg',\n '2_22.jpg',\n '2_23.jpg',\n '2_24.jpg',\n '2_25.jpg',\n '2_26.jpg',\n '2_27.jpg',\n '2_28.jpg',\n '2_29.jpg',\n '2_3.jpg',\n '2_30.jpg',\n '2_31.jpg',\n '2_32.jpg',\n '2_33.jpg',\n '2_34.jpg',\n '2_35.jpg',\n '2_36.jpg',\n '2_4.jpg',\n '2_5.jpg',\n '2_6.jpg',\n '2_7.jpg',\n '2_8.jpg',\n '2_9.jpg',\n '500_0.jpg',\n '500_1.jpg',\n '500_10.jpg',\n '500_11.jpg',\n '500_12.jpg',\n '500_13.jpg',\n '500_14.jpg',\n '500_15.jpg',\n '500_16.jpg',\n '500_17.jpg',\n '500_18.jpg',\n '500_19.jpg',\n '500_2.jpg',\n '500_20.jpg',\n '500_21.jpg',\n '500_22.jpg',\n '500_23.jpg',\n '500_24.jpg',\n '500_25.jpg',\n '500_26.jpg',\n '500_27.jpg',\n '500_28.jpg',\n '500_29.jpg',\n '500_3.jpg',\n '500_30.jpg',\n '500_31.jpg',\n '500_32.jpg',\n '500_33.jpg',\n '500_34.jpg',\n '500_35.jpg',\n '500_36.jpg',\n '500_4.jpg',\n '500_5.jpg',\n '500_6.jpg',\n '500_7.jpg',\n '500_8.jpg',\n '500_9.jpg',\n '50_0.jpg',\n '50_1.jpg',\n '50_10.jpg',\n '50_11.jpg',\n '50_12.jpg',\n '50_13.jpg',\n '50_14.jpg',\n '50_15.jpg',\n '50_16.jpg',\n '50_17.jpg',\n '50_18.jpg',\n '50_19.jpg',\n '50_2.jpg',\n '50_20.jpg',\n '50_21.jpg',\n '50_22.jpg',\n '50_23.jpg',\n '50_24.jpg',\n '50_25.jpg',\n '50_26.jpg',\n '50_27.jpg',\n '50_28.jpg',\n '50_29.jpg',\n '50_3.jpg',\n '50_30.jpg',\n '50_31.jpg',\n '50_32.jpg',\n '50_33.jpg',\n '50_34.jpg',\n '50_35.jpg',\n '50_36.jpg',\n '50_4.jpg',\n '50_5.jpg',\n '50_6.jpg',\n '50_7.jpg',\n '50_8.jpg',\n '50_9.jpg',\n '5_0.jpg',\n '5_1.jpg',\n '5_10.jpg',\n '5_11.jpg',\n '5_12.jpg',\n '5_13.jpg',\n '5_14.jpg',\n '5_15.jpg',\n '5_16.jpg',\n '5_17.jpg',\n '5_18.jpg',\n '5_19.jpg',\n '5_2.jpg',\n '5_20.jpg',\n '5_21.jpg',\n '5_22.jpg',\n '5_23.jpg',\n '5_24.jpg',\n '5_25.jpg',\n '5_26.jpg',\n '5_27.jpg',\n '5_28.jpg',\n '5_29.jpg',\n '5_3.jpg',\n '5_30.jpg',\n '5_31.jpg',\n '5_32.jpg',\n '5_33.jpg',\n '5_34.jpg',\n '5_35.jpg',\n '5_36.jpg',\n '5_4.jpg',\n '5_5.jpg',\n '5_6.jpg',\n '5_7.jpg',\n '5_8.jpg',\n '5_9.jpg'\n</pre>\n",
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    {
      "name": "Evaluation",
      "content": "<p>Maximum team member is two. Winners' team need to give a presentation about how the work was done.\nThe presentation will be held on 15 December at ICT Fest, NEUB\n</p>\n\n<h2>Submission Format</h2>\n<p>The file should contain a header and have the following format:</p>\n<pre>Id,Category<br />0,1<br /><span style=\"font-size: 14px; line-height: 1.4em;\">1,20<br />2,10<br /></span><span style=\"font-size: 14px; line-height: 1.4em;\">3,100<br /></span><span style=\"font-size: 14px; line-height: 1.4em;\">etc.</span></pre>\n",
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